Les entreprises utilisent l’e-mailing comme outil de marketing direct et unidirectionnel pour informer sur leur actualité, leurs nouveautés,leurs services ou autres. Les e-mailings s’inscrivent ainsi dans une campagne marketing de l’entreprise qui vise à renforcer un message donné. En général, les destinataires des campagnes d’e-mailings sont les clients et ont donc de fortes probabilités d’être intéressés par les services et/ou produits. En revanche, un envoi abusif peut exemplifier un dérangement des clients, qui deviennent progressivement hostiles ou désintéressés à chaque réception.
Pour ce faire nous avons:
1- decrit les différents comportements des clients .
2- Mettre en place une modélisation qui servira à maximiser le nombre des clients réceptifs en ciblant au plus la moitié de la clientèle active.
3- ciblé la clientèle active et receptif aux offres de la compagnie.
import numpy as np
import pandas as pd
import plotly.plotly as py
import plotly.offline as pf
from plotly.offline import init_notebook_mode
import plotly.graph_objs as go
import plotly.figure_factory as ff
from plotly.offline import download_plotlyjs, init_notebook_mode, plot, iplot
import plotly.figure_factory as F
import seaborn as sns
from sklearn.model_selection import cross_val_score
from sklearn.linear_model import LogisticRegression
from sklearn.model_selection import cross_val_predict
from sklearn.metrics import classification_report
from sklearn.feature_selection import RFE, f_regression
from sklearn.linear_model import (LinearRegression, Ridge, Lasso, RandomizedLasso)
import xgboost as xgb
from lightgbm import LGBMClassifier
from sklearn.svm import SVC
from sklearn.model_selection import cross_validate
from sklearn.metrics import roc_curve, auc
from sklearn.metrics import accuracy_score
from sklearn.ensemble import RandomForestRegressor
from sklearn.tree import DecisionTreeClassifier
import pandas as pd
import numpy as np
import matplotlib.pyplot as plt
import seaborn as sns
from sklearn.cluster import KMeans
from mlxtend.frequent_patterns import apriori
from mlxtend.frequent_patterns import association_rules
import plotly
plotly.tools.set_credentials_file(username='iheb.jridi', api_key='6MSvFnd4zja3zqQlzjqb')
init_notebook_mode()
data = pd.read_table('C:/Users/AMAL/Desktop/1 SEM/ML/LAB 2/AssurancExpertsInc.txt')
data.head()
| SD1 | SD2 | SD3 | SD4 | SD5 | SD6 | SD7 | SD8 | SD9 | SD10 | ... | PO78 | PO79 | PO80 | PO81 | PO82 | PO83 | PO84 | PO85 | CLASS | STATUS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 33 | 1 | 3 | 2 | 8 | 0 | 5 | 1 | 3 | 7 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | No | Learning |
| 1 | 37 | 1 | 2 | 2 | 8 | 1 | 4 | 1 | 4 | 6 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | No | Learning |
| 2 | 37 | 1 | 2 | 2 | 8 | 0 | 4 | 2 | 4 | 3 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | No | Learning |
| 3 | 9 | 1 | 3 | 3 | 3 | 2 | 3 | 2 | 4 | 5 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | No | Learning |
| 4 | 40 | 1 | 4 | 2 | 10 | 1 | 4 | 1 | 4 | 7 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | No | Learning |
5 rows × 87 columns
Ce dataset comporte 9822 individus. c'est un échantillon de données représentatif décrivant 9822 clients actifs chez AssurExperts Inc durant les vingt dernières années
data.describe()
| SD1 | SD2 | SD3 | SD4 | SD5 | SD6 | SD7 | SD8 | SD9 | SD10 | ... | PO76 | PO77 | PO78 | PO79 | PO80 | PO81 | PO82 | PO83 | PO84 | PO85 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| count | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | ... | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.000000 | 9822.00000 | 9822.000000 | 9822.000000 |
| mean | 24.253207 | 1.108735 | 2.677561 | 2.996437 | 5.779067 | 0.700672 | 4.637650 | 1.050092 | 3.262981 | 6.188964 | ... | 0.079821 | 0.004582 | 0.007941 | 0.004276 | 0.574018 | 0.000916 | 0.005091 | 0.03146 | 0.008450 | 0.013846 |
| std | 12.918058 | 0.412101 | 0.780701 | 0.804660 | 2.874148 | 1.015107 | 1.721212 | 1.011156 | 1.606287 | 1.896070 | ... | 0.384431 | 0.067535 | 0.088764 | 0.071224 | 0.561255 | 0.030258 | 0.077996 | 0.20907 | 0.092647 | 0.117728 |
| min | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 1.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.00000 | 0.000000 | 0.000000 |
| 25% | 10.000000 | 1.000000 | 2.000000 | 2.000000 | 3.000000 | 0.000000 | 4.000000 | 0.000000 | 2.000000 | 5.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 0.00000 | 0.000000 | 0.000000 |
| 50% | 30.000000 | 1.000000 | 3.000000 | 3.000000 | 7.000000 | 0.000000 | 5.000000 | 1.000000 | 3.000000 | 6.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 1.000000 | 0.000000 | 0.000000 | 0.00000 | 0.000000 | 0.000000 |
| 75% | 35.000000 | 1.000000 | 3.000000 | 3.000000 | 8.000000 | 1.000000 | 6.000000 | 2.000000 | 4.000000 | 7.000000 | ... | 0.000000 | 0.000000 | 0.000000 | 0.000000 | 1.000000 | 0.000000 | 0.000000 | 0.00000 | 0.000000 | 0.000000 |
| max | 41.000000 | 10.000000 | 6.000000 | 6.000000 | 10.000000 | 9.000000 | 9.000000 | 5.000000 | 9.000000 | 9.000000 | ... | 8.000000 | 1.000000 | 1.000000 | 2.000000 | 7.000000 | 1.000000 | 2.000000 | 4.00000 | 2.000000 | 2.000000 |
8 rows × 85 columns
data.dtypes.value_counts()
int64 85 object 2 dtype: int64
data.CLASS.value_counts()
No 9236 Yes 586 Name: CLASS, dtype: int64
sns.countplot(data['CLASS']);
yes = data[data['CLASS']=='Yes']
no = data[data['CLASS']=='No']
yes.SD1.replace((0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41), ("Nan","High Income, expensive child","Very Important Provincials","High status seniors","Affluent senior apartments","Mixed seniors","Career and childcare","Dinki's (double income no kids)","Middle class families","Modern, complete families","Stable family","Family starters","Affluent young families","Young all american family","Junior cosmopolitan","Senior cosmopolitans","Students in apartments","Fresh masters in the city","Single youth","Suburban youth","Etnically diverse","Young urban have-nots","Mixed apartment dwellers","Young and rising","Young, low educated","Young seniors in the city","Own home elderly","Seniors in apartments","Residential elderly","Porchless seniors: no front yard","Religious elderly singles","Low income catholics","Mixed seniors","Lower class large families","Large family, employed child","Village families","Couples with teens 'Married with children","Mixed small town dwellers","Traditional families","Large religous families","Large family farms","Mixed rurals"), inplace=True)
no.SD1.replace((0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41), ("Nan","High Income, expensive child","Very Important Provincials","High status seniors","Affluent senior apartments","Mixed seniors","Career and childcare","Dinki's (double income no kids)","Middle class families","Modern, complete families","Stable family","Family starters","Affluent young families","Young all american family","Junior cosmopolitan","Senior cosmopolitans","Students in apartments","Fresh masters in the city","Single youth","Suburban youth","Etnically diverse","Young urban have-nots","Mixed apartment dwellers","Young and rising","Young, low educated","Young seniors in the city","Own home elderly","Seniors in apartments","Residential elderly","Porchless seniors: no front yard","Religious elderly singles","Low income catholics","Mixed seniors","Lower class large families","Large family, employed child","Village families","Couples with teens 'Married with children","Mixed small town dwellers","Traditional families","Large religous families","Large family farms","Mixed rurals"), inplace=True)
yes.SD5.replace((0,1,2,3,4,5,6,7,8,9,10),("Nan","Successful hedonists","Driven Growers","Average Family","Career Loners","Living well","Cruising Seniors","Retired and Religeous","Family with grown ups","Conservative families","Farmers"), inplace=True)
no.SD5.replace((0,1,2,3,4,5,6,7,8,9,10),("Nan","Successful hedonists","Driven Growers","Average Family","Career Loners","Living well","Cruising Seniors","Retired and Religeous","Family with grown ups","Conservative families","Farmers"), inplace=True)
yes.SD4.replace((1,2,3,4,5,6),("1-20-30 years","2 30-40 years","3-40-50 years","4-50-60 years","5-60-70 years","6-70-80 years"), inplace=True)
no.SD4.replace((1,2,3,4,5,6),("1-20-30 years","2 30-40 years","3-40-50 years","4-50-60 years","5-60-70 years","6-70-80 years"), inplace=True)
no.PO44.replace((0,1,2,3,4,5,6,7,8,9),("f 0","f 1 – 49","f 50 – 99","f 100 – 199","f 200 – 499","f 500 – 999","f 1000 – 4999","f 5000 – 9999","f 10.000 - 19.999"," f 20.000 - ?"), inplace=True)
yes.PO44.replace((0,1,2,3,4,5,6,7,8,9),("f 0","f 1 – 49","f 50 – 99","f 100 – 199","f 200 – 499","f 500 – 999","f 1000 – 4999","f 5000 – 9999","f 10.000 - 19.999"," f 20.000 - ?"), inplace=True)
def yes_no(var):
fig = {
"data": [
{
"values": yes.loc[:,var].value_counts().values,
"labels": yes.loc[:,var].value_counts().index,
"domain": {"x": [0, .48]},
"name": "Yes",
"hoverinfo":"all",
"hole": .4,
"type": "pie"
},
{
"values": no.loc[:,var].value_counts().values,
"labels": no.loc[:,var].value_counts().index,
"text":[var],
"textposition":"inside",
"domain": {"x": [.52, 1]},
"name": "No",
"hoverinfo":"all",
"hole": .4,
"type": "pie"
}],
"layout": {
"title": var +" " +"Yes_No Comparaison",
"annotations": [
{
"font": {
"size": 20
},
"showarrow": True,
"text": "Yes",
"x": 0.20,
"y": 0.5
},
{
"font": {
"size": 20
},
"showarrow": True,
"text": "No",
"x": 0.8,
"y": 0.5
}
]
}
}
pf.iplot(fig, filename='donut')
yes_no('SD1')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui appartiennent à Lower class large families avec un pourcentage de 13.7% suivi par large family farms 12.3% pour les intéressés
yes_no('SD4')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui appartiennent à la tranche d'age de 40-50 ans avec un pourcentage de 51.7% . Cette tranche d'age représente une majorité suivi par les 30-40 ans avec 26.6% ensuite les 50-60 ans avec un 17.9%.
yes_no('SD5')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux des family with grown ups avec 25%.
yes_no('SD16')
yes_no('SD17')
yes_no('SD18')
trace1 = go.Bar(
x=data.CLASS,
y=data.SD16,
name='High level education'
)
trace2 = go.Bar(
x=data.CLASS,
y=data.SD17,
name='medium level education'
)
trace3 = go.Bar(
x=data.CLASS,
y=data.SD18,
name='Lower level education'
)
datag2 = [trace1, trace2,trace3]
layout = go.Layout(
barmode='stack'
)
fig = go.Figure(data=datag2, layout=layout)
iplot(fig, filename='stacked-bar')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui ont un faible ou moyen niveau d'éducation
yes_no('SD19')
yes_no('SD20')
yes_no('SD21')
yes_no('SD22')
yes_no('SD23')
trace1 = go.Bar(
x=data.CLASS,
y=data.SD19,
name='High status'
)
trace2 = go.Bar(
x=data.CLASS,
y=data.SD20,
name='Entrepreneur'
)
trace3 = go.Bar(
x=data.CLASS,
y=data.SD21,
name='Farmer'
)
trace4 = go.Bar(
x=data.CLASS,
y=data.SD22,
name='Middle management'
)
trace5 = go.Bar(
x=data.CLASS,
y=data.SD23,
name='skilled labourers'
)
trace6 = go.Bar(
x=data.CLASS,
y=data.SD24,
name='unskilled labourers'
)
datag2 = [trace1, trace2,trace3,trace4, trace5,trace6]
layout = go.Layout(
barmode='stack'
)
fig = go.Figure(data=datag2, layout=layout)
iplot(fig, filename='stacked-bar')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont des ouvriers non qualifiés,des ouvriers qualifiés,et les cadres intermédiaires.
yes_no('SD25')
yes_no('SD26')
yes_no('SD27')
yes_no('SD28')
yes_no('SD29')
trace1 = go.Bar(
x=data.CLASS,
y=data.SD25,
name='SOCIAL CLASS A'
)
trace2 = go.Bar(
x=data.CLASS,
y=data.SD26,
name='SOCIAL CLASS B1'
)
trace3 = go.Bar(
x=data.CLASS,
y=data.SD27,
name='SOCIAL CLASS B2'
)
trace4 = go.Bar(
x=data.CLASS,
y=data.SD28,
name='SOCIAL CLASS C'
)
trace5 = go.Bar(
x=data.CLASS,
y=data.SD29,
name='SOCIAL CLASS D'
)
datag2 = [trace1, trace2, trace3, trace4, trace5]
layout = go.Layout(
barmode='stack'
)
fig = go.Figure(data=datag2, layout=layout)
iplot(fig, filename='stacked-bar')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui appartiennent à une classe sociale C et ceux qui ont une maison et une voiture
yes_no('SD30')
yes_no("SD31")
trace1 = go.Bar(
x=data.CLASS,
y=data.SD30,
name='Rented house'
)
trace2 = go.Bar(
x=data.CLASS,
y=data.SD31,
name='Home Owners'
)
datag2 = [trace1, trace2]
layout = go.Layout(
barmode='stack'
)
fig = go.Figure(data=datag2, layout=layout)
iplot(fig, filename='stacked-bar')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux sont propriétaires d'une maison .
yes_no('SD35')
yes_no('SD36')
trace1 = go.Bar(
x=data.CLASS,
y=data.SD35,
name='National Health Service'
)
trace2 = go.Bar(
x=data.CLASS,
y=data.SD36,
name='Private health insurance '
)
datag2 = [trace1, trace2]
layout = go.Layout(
barmode='stack'
)
fig = go.Figure(data=datag2, layout=layout)
iplot(fig, filename='stacked-bar')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui ont un service de santé national.
yes_no('SD42')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc,sont ceux qui ont un income plus élevé donc plus aisé financièrement.
yes_no('SD43')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui sont évidament plus aisés financièrement.
yes_no('PO44')
On remarque que la contribution majoritaire chez les individus intéressés est de 50 - 99 et elle représente (55.1%). Alors que pour les individus non intéressés la contribution majoritaire est de 0 (61.2%) par la suite ces derniers sont plus assurés quant à la private third party.
yes_no('PO47')
On remarque que les clients intéressés ont des voitures beaucoup mieux assurés que les indiv non intéressés avec 71.7% , alors que 50.1% des clients non intéressées ont une contribution de 0.
yes_no('PO59')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont ceux qui ont contribué à une police d'incendie.
yes_no('PO61')
On remarque que la modalité majoritaire est la contribution de 0, mais les clients intéressés montrent un pourentage de contribution plus important que celui des non intéressés.
yes_no('PO65')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont plus porbables d'avoir 1 private third party insurance, alors que ceux qui ne le sont pas intéressés sont plus probable d'en avoir 0.
yes_no('PO68')
On remarque que le plus grand nombre de clients actifs chez AssurExperts Inc, sont plus porbable d'avoir 1 car policy, alors que ceux qui ne sont pas intéressés sont plus probable d'en avoir 0.
yes_no('PO82')
On remarque, que les deux classes montrent une probablité forte d'avoir 0 boat policies, mais le plus grand nombre des clients actifs chez AssurExperts Inc, sont plus porbable d'avoir 1, boat policies, alors que ceux qui ne sont pas intéressés sont plus probable d'en avoir 0.
yes_no('PO85')
On remarque, que les deux classes montrent une probablité forte d'avoir 0 social security insurance policies , mais le plus grand nombre des clients actifs chez AssurExperts Inc, sont plus porbable d'avoir 1,ecurity insurance policies, alors que ceux qui ne sont pas intéressés sont plus probable d'en avoir 0.
D'après les conclusions ci-dessus, nous pouvons remarquer que le profil des clients intéressés de l'assurance caravane exige les criteres suivants:
data.CLASS = pd.factorize(data.CLASS)[0]
correlations_class = data.corr(method="pearson").loc['CLASS'].sort_values()
correlations_class.tail(15)
SD25 0.064810 SD10 0.067168 SD32 0.070665 SD31 0.075283 PO61 0.075779 PO82 0.082763 SD16 0.084373 SD42 0.085122 PO65 0.091379 PO59 0.096709 PO44 0.098757 SD43 0.099018 PO68 0.126768 PO47 0.137053 CLASS 1.000000 Name: CLASS, dtype: float64
correlations_class.head(15)
SD18 -0.084835 SD37 -0.079035 SD30 -0.075743 SD34 -0.073395 SD1 -0.060742 SD35 -0.060607 SD5 -0.059306 SD12 -0.058787 SD21 -0.057811 SD13 -0.054349 SD24 -0.053767 SD29 -0.050652 SD28 -0.046842 PO54 -0.036581 PO75 -0.036398 Name: CLASS, dtype: float64
correlations = data.corr(method="pearson").abs()
uns = correlations.unstack()
sorted_correlations = uns.sort_values(kind="quicksort",ascending=False)
high_correlations = sorted_correlations[(0.8<sorted_correlations) & (sorted_correlations< 1.0)]
high_correlations = high_correlations.drop_duplicates()
high_correlations
SD30 SD31 0.999625 SD36 SD35 0.999381 SD1 SD5 0.992712 PO46 PO67 0.984484 PO44 PO65 0.981097 PO57 PO78 0.979788 PO75 PO54 0.967662 PO85 PO64 0.964774 PO51 PO72 0.962867 PO79 PO58 0.959882 PO81 PO60 0.942761 PO62 PO83 0.933068 PO49 PO70 0.923728 PO73 PO52 0.913831 PO74 PO53 0.908873 PO47 PO68 0.907506 PO66 PO45 0.906663 PO50 PO71 0.901122 PO56 PO77 0.898726 PO48 PO69 0.894309 PO61 PO82 0.894000 SD12 SD10 0.883251 PO59 PO80 0.869354 PO63 PO84 0.865845 PO76 PO55 0.852969 dtype: float64
Dans les cellules suivantes, nous allons utiliser RFE avec plusieurs modèles afain d'extraire l'importance de chaque feature.
Après, nous allons choisir les features avec une moyenne de ranking elevée.
Train = data.loc[data['STATUS'] == 'Learning']
Train = Train.drop(columns='STATUS', axis=1)
X_train = Train.drop(columns='CLASS', axis=1)
y_train = Train.CLASS
Test = data.loc[data['STATUS'] == 'Test']
Test = Test.drop(columns='STATUS', axis=1)
X_test = Test.drop(columns='CLASS', axis=1)
y_test = Test.CLASS
X=data.iloc[:,:-2]
Y = data.CLASS
colnames = X.columns
classifier = LinearRegression()
classifier.fit(X, Y)
LinearRegression(copy_X=True, fit_intercept=True, n_jobs=None,
normalize=False)
from sklearn.preprocessing import MinMaxScaler
ranks = {}
def ranking(ranks, names, order=1):
minmax = MinMaxScaler()
ranks = minmax.fit_transform(order*np.array([ranks]).T).T[0]
ranks = map(lambda x: round(x,2), ranks)
return dict(zip(names, ranks))
rfe = RFE(classifier, n_features_to_select=1)
#Using Linear Regression
lr = LinearRegression(normalize=True)
lr.fit(X,Y)
ranks["LinReg"] = ranking(np.abs(lr.coef_), colnames)
# Using Ridge
ridge = Ridge(alpha = 7)
ridge.fit(X,Y)
ranks['Ridge'] = ranking(np.abs(ridge.coef_), colnames)
# Using Lasso
lasso = Lasso(alpha=.05)
lasso.fit(X, Y)
ranks["Lasso"] = ranking(np.abs(lasso.coef_), colnames)
# Using Random Forest
rf = RandomForestRegressor(n_jobs=-1, n_estimators=50, verbose=3)
rf.fit(X,Y)
ranks["RF"] = ranking(rf.feature_importances_, colnames);
# Using XGBoost
xg = xgb.XGBClassifier(learning_rate=0.1, n_estimators=10, objective='binary:logistic')
xg.fit(X,Y)
ranks["XG"] = ranking(xg.feature_importances_, colnames);
# Using LightGBM
lgbm = LGBMClassifier(objective='binary',class_weight='balanced')
lgbm.fit(X, Y)
ranks["LGBM"] = ranking(lgbm.feature_importances_, colnames);
# Using SVM
svm = SVC(kernel='linear', probability=True,random_state = 5)
svm.fit(X=X, y=Y)
ranks["SVM"] = ranking(svm.coef_.ravel(), colnames);
[Parallel(n_jobs=-1)]: Using backend ThreadingBackend with 8 concurrent workers.
building tree 1 of 50building tree 2 of 50building tree 3 of 50building tree 4 of 50building tree 5 of 50 building tree 6 of 50building tree 7 of 50 building tree 8 of 50 building tree 9 of 50 building tree 10 of 50 building tree 11 of 50 building tree 12 of 50 building tree 13 of 50 building tree 14 of 50 building tree 15 of 50 building tree 16 of 50 building tree 17 of 50 building tree 18 of 50 building tree 19 of 50 building tree 20 of 50 building tree 21 of 50 building tree 22 of 50 building tree 23 of 50 building tree 24 of 50 building tree 25 of 50 building tree 26 of 50 building tree 27 of 50 building tree 28 of 50 building tree 29 of 50 building tree 30 of 50 building tree 31 of 50 building tree 32 of 50 building tree 33 of 50building tree 34 of 50
[Parallel(n_jobs=-1)]: Done 16 tasks | elapsed: 0.3s
building tree 35 of 50 building tree 36 of 50 building tree 37 of 50 building tree 38 of 50 building tree 39 of 50 building tree 40 of 50 building tree 41 of 50 building tree 42 of 50 building tree 43 of 50 building tree 44 of 50 building tree 45 of 50 building tree 46 of 50 building tree 47 of 50 building tree 48 of 50 building tree 49 of 50 building tree 50 of 50
[Parallel(n_jobs=-1)]: Done 50 out of 50 | elapsed: 1.0s finished C:\Users\yassi\Anaconda3\lib\site-packages\sklearn\utils\validation.py:590: DataConversionWarning: Data with input dtype int32 was converted to float64 by MinMaxScaler.
s
r = {}
for name in colnames:
r[name] = round(np.mean([ranks[method][name]
for method in ranks.keys()]), 2)
methods = sorted(ranks.keys())
ranks["Mean"] = r
methods.append("Mean")
print("\t%s" % "\t".join(methods))
for name in colnames:
print("%s\t%s" % (name, "\t".join(map(str,
[ranks[method][name] for method in methods]))))
LGBM Lasso LinReg RF Ridge SVM XG Mean SD1 1.0 0.15 0.0 0.56 0.01 0.85 0.06 0.38 SD2 0.11 0.0 0.01 0.08 0.02 0.86 0.0 0.15 SD3 0.17 0.0 0.0 0.13 0.01 0.85 0.0 0.17 SD4 0.14 0.0 0.02 0.15 0.06 0.85 0.0 0.17 SD5 0.01 0.0 0.01 0.23 0.04 0.86 0.0 0.16 SD6 0.24 0.0 0.0 0.14 0.01 0.85 0.0 0.18 SD7 0.47 0.0 0.0 0.27 0.01 0.86 0.0 0.23 SD8 0.28 0.0 0.01 0.19 0.02 0.85 0.0 0.19 SD9 0.35 0.0 0.0 0.24 0.0 0.86 0.0 0.21 SD10 0.35 0.0 0.02 0.19 0.05 0.85 0.0 0.21 SD11 0.3 0.0 0.0 0.12 0.01 0.85 0.0 0.18 SD12 0.28 0.0 0.01 0.14 0.04 0.85 0.0 0.19 SD13 0.27 0.0 0.02 0.18 0.05 0.85 0.0 0.2 SD14 0.33 0.0 0.02 0.28 0.05 0.85 0.0 0.22 SD15 0.37 0.0 0.01 0.24 0.04 0.85 0.0 0.22 SD16 0.26 0.0 0.01 0.26 0.04 0.86 0.0 0.2 SD17 0.27 0.0 0.0 0.27 0.01 0.86 0.0 0.2 SD18 0.31 0.0 0.01 0.25 0.04 0.85 0.31 0.25 SD19 0.31 0.0 0.0 0.21 0.01 0.86 0.0 0.2 SD20 0.16 0.0 0.01 0.17 0.02 0.86 0.0 0.17 SD21 0.32 0.0 0.03 0.09 0.08 0.85 0.0 0.2 SD22 0.49 0.0 0.0 0.29 0.01 0.86 0.44 0.3 SD23 0.46 0.0 0.0 0.24 0.0 0.86 0.0 0.22 SD24 0.43 0.0 0.0 0.25 0.0 0.86 0.0 0.22 SD25 0.19 0.0 0.01 0.23 0.01 0.86 0.0 0.19 SD26 0.4 0.0 0.01 0.23 0.03 0.86 0.0 0.22 SD27 0.37 0.0 0.01 0.2 0.02 0.86 0.0 0.21 SD28 0.46 0.0 0.0 0.24 0.01 0.86 0.0 0.22 SD29 0.32 0.0 0.0 0.16 0.0 0.86 0.0 0.19 SD30 0.39 0.01 0.06 0.15 0.18 0.84 0.0 0.23 SD31 0.13 0.0 0.06 0.15 0.16 0.84 0.0 0.19 SD32 0.5 0.0 0.03 0.2 0.08 0.85 0.0 0.24 SD33 0.25 0.0 0.02 0.19 0.06 0.85 0.0 0.2 SD34 0.27 0.0 0.02 0.16 0.05 0.85 0.0 0.19 SD35 0.34 0.0 0.16 0.15 0.34 0.73 0.0 0.25 SD36 0.04 0.0 0.16 0.13 0.34 0.74 0.0 0.2 SD37 0.6 0.0 0.01 0.2 0.04 0.85 0.5 0.31 SD38 0.39 0.0 0.01 0.25 0.03 0.86 0.0 0.22 SD39 0.32 0.0 0.01 0.23 0.02 0.86 0.0 0.21 SD40 0.23 0.0 0.0 0.18 0.01 0.86 0.0 0.18 SD41 0.16 0.0 0.03 0.08 0.09 0.85 0.0 0.17 SD42 0.31 0.0 0.02 0.15 0.05 0.85 0.0 0.2 SD43 0.55 0.0 0.01 0.45 0.03 0.85 0.31 0.31 PO44 0.41 0.0 0.09 0.54 0.24 0.85 0.0 0.3 PO45 0.14 0.0 0.03 0.04 0.07 0.85 0.0 0.16 PO46 0.12 0.0 0.04 0.01 0.12 0.88 0.0 0.17 PO47 0.71 1.0 0.02 0.55 0.07 0.86 0.62 0.55 PO48 0.04 0.0 0.0 0.02 0.0 1.0 0.0 0.15 PO49 0.19 0.0 0.02 0.09 0.05 0.85 0.0 0.17 PO50 0.0 0.0 0.05 0.0 0.09 0.84 0.0 0.14 PO51 0.03 0.0 0.09 0.04 0.16 0.86 0.0 0.17 PO52 0.14 0.0 0.02 0.04 0.04 0.85 0.0 0.16 PO53 0.0 0.0 0.04 0.0 0.09 0.84 0.0 0.14 PO54 0.27 0.0 0.01 0.16 0.03 0.86 0.0 0.19 PO55 0.22 0.0 0.03 0.23 0.08 0.85 0.0 0.2 PO56 0.07 0.0 0.04 0.01 0.09 0.78 0.0 0.14 PO57 0.07 0.0 0.49 0.09 0.5 0.91 0.0 0.29 PO58 0.05 0.0 0.08 0.03 0.11 0.85 0.12 0.18 PO59 0.91 0.0 0.04 1.0 0.11 0.85 1.0 0.56 PO60 0.0 0.0 0.13 0.01 0.45 0.8 0.06 0.21 PO61 0.17 0.0 0.0 0.11 0.18 0.84 0.75 0.29 PO62 0.06 0.0 0.05 0.08 0.06 0.86 0.0 0.16 PO63 0.03 0.0 0.1 0.04 0.22 0.84 0.0 0.18 PO64 0.1 0.0 0.09 0.11 0.19 0.85 0.0 0.19 PO65 0.0 0.0 0.13 0.37 0.33 0.86 0.0 0.24 PO66 0.01 0.0 0.05 0.03 0.11 0.87 0.0 0.15 PO67 0.01 0.0 0.02 0.01 0.04 0.74 0.0 0.12 PO68 0.12 0.0 0.0 0.39 0.0 0.85 0.0 0.19 PO69 0.0 0.0 0.08 0.01 0.21 0.0 0.0 0.04 PO70 0.0 0.0 0.04 0.09 0.11 0.86 0.0 0.16 PO71 0.0 0.0 0.12 0.0 0.16 0.85 0.0 0.16 PO72 0.0 0.0 0.09 0.03 0.11 0.82 0.0 0.15 PO73 0.0 0.0 0.06 0.02 0.15 0.85 0.0 0.15 PO74 0.0 0.0 0.06 0.0 0.09 0.85 0.0 0.14 PO75 0.04 0.0 0.03 0.11 0.06 0.85 0.0 0.16 PO76 0.08 0.0 0.09 0.28 0.24 0.85 0.12 0.24 PO77 0.0 0.0 0.05 0.01 0.07 0.95 0.0 0.15 PO78 0.0 0.0 1.0 0.04 0.69 0.71 0.0 0.35 PO79 0.0 0.0 0.31 0.01 0.3 0.87 0.0 0.21 PO80 0.08 0.0 0.07 0.29 0.18 0.86 0.0 0.21 PO81 0.0 0.0 0.84 0.01 0.46 0.97 0.0 0.33 PO82 0.0 0.0 0.59 0.1 1.0 0.89 0.0 0.37 PO83 0.03 0.0 0.09 0.12 0.19 0.86 0.0 0.18 PO84 0.0 0.0 0.17 0.02 0.35 0.88 0.0 0.2 PO85 0.0 0.0 0.17 0.06 0.24 0.85 0.0 0.19
meanplot = pd.DataFrame(list(r.items()), columns= ['Feature','Mean Ranking'])
meanplot = meanplot.sort_values('Mean Ranking', ascending=False)
sns.factorplot(x="Mean Ranking", y="Feature", data = meanplot, kind="bar",
size=14, aspect=1.9, palette='coolwarm')
C:\Users\yassi\Anaconda3\lib\site-packages\seaborn\categorical.py:3666: UserWarning: The `factorplot` function has been renamed to `catplot`. The original name will be removed in a future release. Please update your code. Note that the default `kind` in `factorplot` (`'point'`) has changed `'strip'` in `catplot`. C:\Users\yassi\Anaconda3\lib\site-packages\seaborn\categorical.py:3672: UserWarning: The `size` paramter has been renamed to `height`; please update your code.
<seaborn.axisgrid.FacetGrid at 0x184a8eb2208>
Le ranking graph ci-dessus nous permet de dégager les 31 premières features selon leurs moyennes de ranking.
On peut constater aussi que les features PO59, PO47, SD1 et PO82 ont une importance très elevée par rapport aux autres features.
Peut-on encore vérifier l'importance de ces features ?
Nous allons utiliser K-means afin de diviser ceux qui ont répondu par "Yes" en deux clusters.
Cette technique va nous permettre de voir la répartition de ceux qui ont dit "Yes" sur deux clusters pour mieux comprendre laquelle entre eux est la plus décisive.
df_yes = data.loc[data.CLASS == 1]
df_yes = df_yes.drop('STATUS',1)
kmeans = KMeans(n_clusters=2).fit(df_yes)
df_yes['Cluster'] = kmeans.labels_
df_yes.head()
| SD1 | SD2 | SD3 | SD4 | SD5 | SD6 | SD7 | SD8 | SD9 | SD10 | ... | PO78 | PO79 | PO80 | PO81 | PO82 | PO83 | PO84 | PO85 | CLASS | Cluster | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 11 | 1 | 3 | 3 | 3 | 2 | 7 | 0 | 0 | 9 | ... | 0 | 0 | 2 | 0 | 0 | 1 | 0 | 0 | 1 | 1 |
| 45 | 38 | 1 | 3 | 3 | 9 | 0 | 5 | 1 | 3 | 7 | ... | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
| 57 | 12 | 1 | 3 | 2 | 3 | 0 | 6 | 0 | 3 | 7 | ... | 0 | 1 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| 97 | 9 | 1 | 2 | 3 | 3 | 0 | 6 | 1 | 2 | 7 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 |
| 98 | 36 | 1 | 2 | 4 | 8 | 2 | 4 | 2 | 2 | 7 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 |
5 rows × 87 columns
plt.scatter(df_yes.PO47, df_yes.Cluster)
<matplotlib.collections.PathCollection at 0x184aca63ba8>
plt.scatter(df_yes.PO59, df_yes.Cluster)
<matplotlib.collections.PathCollection at 0x184ac98e978>
plt.scatter(df_yes.PO82, df_yes.Cluster)
<matplotlib.collections.PathCollection at 0x184acad7588>
plt.scatter(df_yes.SD1, df_yes.Cluster)
<matplotlib.collections.PathCollection at 0x184acb34588>
La feature SD1 est l'une des variables les plus importantes dans le choix d'une assurance caravane. Elle peut même nous donner une idée sur les profils susceptibles à chosir ce type d'assurances.
selected_features = meanplot.head(31).Feature
df_reduced = data[selected_features]
df_reduced['CLASS'] = data.CLASS
df_reduced.to_csv('df_reduced.csv', sep='\t')
df_reduced.head()
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | ... | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | CLASS | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | ... | 1 | 6 | 2 | 5 | 1 | 0 | 5 | 7 | 0 | 0 |
| 1 | 2 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | ... | 2 | 5 | 4 | 0 | 1 | 0 | 5 | 6 | 0 | 0 |
| 2 | 2 | 6 | 37 | 0 | 0 | 0 | 4 | 4 | 2 | 7 | ... | 5 | 2 | 4 | 0 | 1 | 0 | 0 | 3 | 0 | 0 |
| 3 | 2 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | ... | 2 | 4 | 3 | 1 | 1 | 0 | 3 | 5 | 0 | 0 |
| 4 | 6 | 0 | 40 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | ... | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 0 |
5 rows × 32 columns
ass_yes = pd.read_csv('df_reduced.csv', header=0, sep='\t')
ass_yes=ass_yes.loc[ass_yes['CLASS'] == 1]
ass_yes = ass_yes.drop(columns='CLASS', axis=1)
ass_yes = ass_yes.drop(columns='Unnamed: 0', axis=1)
ass_yes.head()
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | ... | SD28 | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 4 | 6 | 11 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | ... | 2 | 2 | 4 | 3 | 0 | 2 | 0 | 3 | 9 | 0 |
| 45 | 3 | 6 | 38 | 0 | 0 | 0 | 4 | 4 | 2 | 2 | ... | 5 | 1 | 5 | 2 | 3 | 1 | 0 | 1 | 7 | 0 |
| 57 | 4 | 0 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 5 | ... | 4 | 3 | 6 | 2 | 2 | 1 | 1 | 4 | 7 | 0 |
| 97 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 5 | ... | 0 | 8 | 4 | 1 | 1 | 0 | 0 | 4 | 7 | 0 |
| 98 | 0 | 0 | 36 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | ... | 4 | 1 | 3 | 4 | 1 | 0 | 0 | 3 | 7 | 0 |
5 rows × 31 columns
def process_var(var):
global ass_yes
# encoding into 3 categories:
var_dummies = pd.get_dummies(ass_yes[var], prefix=var)
# adding dummy variables
ass_yes = pd.concat([ass_yes,var_dummies],axis=1)
# removing "Pclass"
ass_yes.drop(var,axis=1,inplace=True)
for v in ass_yes.columns:
process_var(v)
ass_yes.head()
| PO59_0 | PO59_1 | PO59_2 | PO59_3 | PO59_4 | PO59_5 | PO59_6 | PO47_0 | PO47_5 | PO47_6 | ... | SD10_3 | SD10_4 | SD10_5 | SD10_6 | SD10_7 | SD10_8 | SD10_9 | PO60_0 | PO60_1 | PO60_2 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 41 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | ... | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 1 | 0 | 0 |
| 45 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| 57 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| 97 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
| 98 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | ... | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 0 | 0 |
5 rows × 239 columns
#Apriori
freq_items = apriori(ass_yes, min_support = 0.64, use_colnames=True)
rules = association_rules(freq_items, metric="confidence", min_threshold=0.6)
#sort the rules in non-decreasing lift value
rules = rules.sort_values(ascending=False, by="confidence")
rules
| antecedents | consequents | antecedent support | consequent support | support | confidence | lift | leverage | conviction | |
|---|---|---|---|---|---|---|---|---|---|
| 6689 | (PO79_0, PO61_0, PO47_6, PO60_0, PO57_0) | (PO78_0) | 0.674061 | 0.977816 | 0.674061 | 1.000000 | 1.022688 | 0.014954 | inf |
| 782 | (PO82_0, PO47_6, PO60_0) | (PO81_0) | 0.694539 | 0.994881 | 0.694539 | 1.000000 | 1.005146 | 0.003556 | inf |
| 9816 | (PO78_0, PO79_0, PO60_0, PO81_0, PO82_0) | (PO61_0, PO57_0) | 0.940273 | 0.950512 | 0.940273 | 1.000000 | 1.052065 | 0.046532 | inf |
| 9817 | (PO78_0, PO79_0, PO60_0, PO57_0, PO82_0) | (PO61_0, PO81_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 9818 | (PO78_0, PO79_0, PO81_0, PO57_0, PO82_0) | (PO61_0, PO60_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 3076 | (PO78_0, PO79_0, PO81_0, PO47_6) | (PO57_0) | 0.694539 | 0.977816 | 0.694539 | 1.000000 | 1.022688 | 0.015408 | inf |
| 7995 | (PO61_0, PO79_0, PO81_0, PO76_0) | (PO82_0, PO60_0) | 0.877133 | 0.969283 | 0.877133 | 1.000000 | 1.031690 | 0.026943 | inf |
| 783 | (PO81_0, PO47_6, PO82_0) | (PO60_0) | 0.694539 | 0.994881 | 0.694539 | 1.000000 | 1.005146 | 0.003556 | inf |
| 7993 | (PO61_0, PO79_0, PO76_0, PO60_0) | (PO81_0, PO82_0) | 0.877133 | 0.969283 | 0.877133 | 1.000000 | 1.031690 | 0.026943 | inf |
| 1732 | (PO61_0, PO79_0, PO60_0) | (PO82_0) | 0.962457 | 0.972696 | 0.962457 | 1.000000 | 1.028070 | 0.026279 | inf |
| 7990 | (PO79_0, PO60_0, PO81_0, PO76_0, PO82_0) | (PO61_0) | 0.877133 | 0.972696 | 0.877133 | 1.000000 | 1.028070 | 0.023949 | inf |
| 7989 | (PO79_0, PO61_0, PO81_0, PO76_0, PO82_0) | (PO60_0) | 0.877133 | 0.994881 | 0.877133 | 1.000000 | 1.005146 | 0.004490 | inf |
| 9824 | (PO79_0, PO61_0, PO60_0, PO81_0, PO57_0) | (PO78_0, PO82_0) | 0.940273 | 0.950512 | 0.940273 | 1.000000 | 1.052065 | 0.046532 | inf |
| 7988 | (PO79_0, PO61_0, PO60_0, PO76_0, PO82_0) | (PO81_0) | 0.877133 | 0.994881 | 0.877133 | 1.000000 | 1.005146 | 0.004490 | inf |
| 9826 | (PO79_0, PO61_0, PO60_0, PO57_0, PO82_0) | (PO78_0, PO81_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 7986 | (PO79_0, PO61_0, PO60_0, PO81_0, PO76_0) | (PO82_0) | 0.877133 | 0.972696 | 0.877133 | 1.000000 | 1.028070 | 0.023949 | inf |
| 1735 | (PO79_0, PO82_0, PO60_0) | (PO61_0) | 0.962457 | 0.972696 | 0.962457 | 1.000000 | 1.028070 | 0.026279 | inf |
| 9813 | (PO78_0, PO79_0, PO61_0, PO81_0, PO82_0) | (PO57_0, PO60_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 1816 | (PO79_0, PO78_0, PO81_0) | (PO57_0) | 0.965870 | 0.977816 | 0.965870 | 1.000000 | 1.022688 | 0.021427 | inf |
| 8000 | (PO79_0, PO82_0, PO76_0, PO60_0) | (PO61_0, PO81_0) | 0.877133 | 0.969283 | 0.877133 | 1.000000 | 1.031690 | 0.026943 | inf |
| 8001 | (PO79_0, PO81_0, PO76_0, PO82_0) | (PO61_0, PO60_0) | 0.877133 | 0.969283 | 0.877133 | 1.000000 | 1.031690 | 0.026943 | inf |
| 9802 | (PO78_0, PO79_0, PO61_0, PO60_0, PO81_0, PO57_0) | (PO82_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 9803 | (PO78_0, PO79_0, PO61_0, PO60_0, PO81_0, PO82_0) | (PO57_0) | 0.940273 | 0.977816 | 0.940273 | 1.000000 | 1.022688 | 0.020859 | inf |
| 9804 | (PO78_0, PO79_0, PO61_0, PO60_0, PO57_0, PO82_0) | (PO81_0) | 0.940273 | 0.994881 | 0.940273 | 1.000000 | 1.005146 | 0.004814 | inf |
| 9805 | (PO78_0, PO79_0, PO61_0, PO81_0, PO57_0, PO82_0) | (PO60_0) | 0.940273 | 0.994881 | 0.940273 | 1.000000 | 1.005146 | 0.004814 | inf |
| 9806 | (PO78_0, PO79_0, PO60_0, PO81_0, PO57_0, PO82_0) | (PO61_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 4546 | (PO61_0, PO76_0, PO57_0, PO60_0) | (PO82_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 9812 | (PO78_0, PO79_0, PO61_0, PO81_0, PO57_0) | (PO82_0, PO60_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 9808 | (PO79_0, PO61_0, PO60_0, PO81_0, PO57_0, PO82_0) | (PO78_0) | 0.940273 | 0.977816 | 0.940273 | 1.000000 | 1.022688 | 0.020859 | inf |
| 9809 | (PO78_0, PO79_0, PO61_0, PO60_0, PO81_0) | (PO57_0, PO82_0) | 0.940273 | 0.950512 | 0.940273 | 1.000000 | 1.052065 | 0.046532 | inf |
| 9810 | (PO78_0, PO79_0, PO61_0, PO60_0, PO57_0) | (PO81_0, PO82_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 797 | (PO57_0, PO47_6, PO82_0) | (PO61_0) | 0.677474 | 0.972696 | 0.677474 | 1.000000 | 1.028070 | 0.018498 | inf |
| 9811 | (PO78_0, PO79_0, PO61_0, PO60_0, PO82_0) | (PO81_0, PO57_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 794 | (PO61_0, PO57_0, PO47_6) | (PO82_0) | 0.677474 | 0.972696 | 0.677474 | 1.000000 | 1.028070 | 0.018498 | inf |
| 9827 | (PO79_0, PO61_0, PO81_0, PO57_0, PO82_0) | (PO78_0, PO60_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 9828 | (PO79_0, PO60_0, PO81_0, PO57_0, PO82_0) | (PO61_0, PO78_0) | 0.940273 | 0.950512 | 0.940273 | 1.000000 | 1.052065 | 0.046532 | inf |
| 5358 | (PO79_0, PO76_0, PO57_0, PO60_0) | (PO81_0) | 0.882253 | 0.994881 | 0.882253 | 1.000000 | 1.005146 | 0.004517 | inf |
| 3526 | (PO61_0, PO78_0, PO81_0, PO57_0) | (PO82_0) | 0.947099 | 0.972696 | 0.947099 | 1.000000 | 1.028070 | 0.025859 | inf |
| 5418 | (PO61_0, PO79_0, PO81_0, PO76_0) | (PO60_0) | 0.877133 | 0.994881 | 0.877133 | 1.000000 | 1.005146 | 0.004490 | inf |
| 1788 | (PO78_0, PO81_0, PO76_0) | (PO57_0) | 0.889078 | 0.977816 | 0.889078 | 1.000000 | 1.022688 | 0.019724 | inf |
| 9851 | (PO61_0, PO79_0, PO57_0, PO60_0) | (PO78_0, PO81_0, PO82_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 4495 | (PO79_0, PO80_1, PO82_0) | (PO81_0, PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 9853 | (PO61_0, PO79_0, PO81_0, PO57_0) | (PO78_0, PO82_0, PO60_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 1790 | (PO57_0, PO81_0, PO76_0) | (PO78_0) | 0.889078 | 0.977816 | 0.889078 | 1.000000 | 1.022688 | 0.019724 | inf |
| 3046 | (PO61_0, PO78_0, PO81_0, PO47_6) | (PO57_0) | 0.675768 | 0.977816 | 0.675768 | 1.000000 | 1.022688 | 0.014991 | inf |
| 9830 | (PO61_0, PO78_0, PO79_0, PO60_0) | (PO81_0, PO57_0, PO82_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 3527 | (PO61_0, PO78_0, PO81_0, PO82_0) | (PO57_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 1802 | (PO78_0, PO80_1, PO81_0) | (PO57_0) | 0.648464 | 0.977816 | 0.648464 | 1.000000 | 1.022688 | 0.014386 | inf |
| 9858 | (PO79_0, PO82_0, PO57_0, PO60_0) | (PO61_0, PO78_0, PO81_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 9859 | (PO79_0, PO81_0, PO57_0, PO82_0) | (PO61_0, PO78_0, PO60_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 1805 | (PO80_1, PO81_0, PO57_0) | (PO78_0) | 0.648464 | 0.977816 | 0.648464 | 1.000000 | 1.022688 | 0.014386 | inf |
| 5446 | (PO61_0, PO79_0, PO80_1, PO60_0) | (PO81_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 5417 | (PO61_0, PO79_0, PO76_0, PO60_0) | (PO81_0) | 0.877133 | 0.994881 | 0.877133 | 1.000000 | 1.005146 | 0.004490 | inf |
| 3050 | (PO61_0, PO57_0, PO81_0, PO47_6) | (PO78_0) | 0.675768 | 0.977816 | 0.675768 | 1.000000 | 1.022688 | 0.014991 | inf |
| 1776 | (PO61_0, PO81_0, PO57_0) | (PO78_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 1774 | (PO61_0, PO78_0, PO81_0) | (PO57_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 752 | (PO61_0, PO81_0, PO47_6) | (PO82_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 755 | (PO81_0, PO47_6, PO82_0) | (PO61_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 7927 | (PO79_0, PO60_0, PO76_0, PO57_0, PO82_0) | (PO81_0) | 0.856655 | 0.994881 | 0.856655 | 1.000000 | 1.005146 | 0.004386 | inf |
| 7928 | (PO79_0, PO81_0, PO76_0, PO57_0, PO82_0) | (PO60_0) | 0.856655 | 0.994881 | 0.856655 | 1.000000 | 1.005146 | 0.004386 | inf |
| 5389 | (PO79_0, PO80_1, PO81_0, PO57_0) | (PO60_0) | 0.643345 | 0.994881 | 0.643345 | 1.000000 | 1.005146 | 0.003294 | inf |
| 9838 | (PO78_0, PO79_0, PO81_0, PO82_0) | (PO61_0, PO57_0, PO60_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 5387 | (PO79_0, PO80_1, PO57_0, PO60_0) | (PO81_0) | 0.643345 | 0.994881 | 0.643345 | 1.000000 | 1.005146 | 0.003294 | inf |
| 9836 | (PO78_0, PO82_0, PO79_0, PO60_0) | (PO61_0, PO81_0, PO57_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 4516 | (PO61_0, PO79_0, PO76_0, PO57_0) | (PO82_0) | 0.860068 | 0.972696 | 0.860068 | 1.000000 | 1.028070 | 0.023483 | inf |
| 4519 | (PO79_0, PO76_0, PO57_0, PO82_0) | (PO61_0) | 0.860068 | 0.972696 | 0.860068 | 1.000000 | 1.028070 | 0.023483 | inf |
| 1761 | (PO79_0, PO80_1, PO82_0) | (PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 5359 | (PO79_0, PO76_0, PO81_0, PO57_0) | (PO60_0) | 0.882253 | 0.994881 | 0.882253 | 1.000000 | 1.005146 | 0.004517 | inf |
| 9831 | (PO61_0, PO78_0, PO79_0, PO81_0) | (PO82_0, PO57_0, PO60_0) | 0.940273 | 0.947099 | 0.940273 | 1.000000 | 1.055856 | 0.049741 | inf |
| 1726 | (PO80_1, PO82_0) | (PO61_0, PO60_0) | 0.653584 | 0.969283 | 0.653584 | 1.000000 | 1.031690 | 0.020076 | inf |
| 4550 | (PO82_0, PO76_0, PO57_0, PO60_0) | (PO61_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 3080 | (PO79_0, PO57_0, PO81_0, PO47_6) | (PO78_0) | 0.694539 | 0.977816 | 0.694539 | 1.000000 | 1.022688 | 0.015408 | inf |
| 9680 | (PO78_0, PO61_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO60_0) | 0.863481 | 0.994881 | 0.863481 | 1.000000 | 1.005146 | 0.004421 | inf |
| 1679 | (PO79_0, PO76_0, PO82_0) | (PO61_0) | 0.880546 | 0.972696 | 0.880546 | 1.000000 | 1.028070 | 0.024042 | inf |
| 8063 | (PO79_0, PO80_1, PO81_0, PO82_0) | (PO61_0, PO60_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 8061 | (PO79_0, PO82_0, PO80_1, PO60_0) | (PO61_0, PO81_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 9676 | (PO78_0, PO61_0, PO60_0, PO81_0, PO76_0, PO57_0) | (PO82_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 9677 | (PO78_0, PO61_0, PO60_0, PO81_0, PO76_0, PO82_0) | (PO57_0) | 0.863481 | 0.977816 | 0.863481 | 1.000000 | 1.022688 | 0.019156 | inf |
| 9679 | (PO78_0, PO61_0, PO60_0, PO57_0, PO76_0, PO82_0) | (PO81_0) | 0.863481 | 0.994881 | 0.863481 | 1.000000 | 1.005146 | 0.004421 | inf |
| 9681 | (PO78_0, PO60_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO61_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 9694 | (PO78_0, PO60_0, PO81_0, PO76_0, PO82_0) | (PO61_0, PO57_0) | 0.863481 | 0.950512 | 0.863481 | 1.000000 | 1.052065 | 0.042732 | inf |
| 9682 | (PO61_0, PO60_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO78_0) | 0.863481 | 0.977816 | 0.863481 | 1.000000 | 1.022688 | 0.019156 | inf |
| 9683 | (PO78_0, PO61_0, PO60_0, PO81_0, PO76_0) | (PO57_0, PO82_0) | 0.863481 | 0.950512 | 0.863481 | 1.000000 | 1.052065 | 0.042732 | inf |
| 9686 | (PO78_0, PO61_0, PO60_0, PO57_0, PO76_0) | (PO81_0, PO82_0) | 0.863481 | 0.969283 | 0.863481 | 1.000000 | 1.031690 | 0.026523 | inf |
| 9687 | (PO78_0, PO61_0, PO60_0, PO76_0, PO82_0) | (PO81_0, PO57_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 9689 | (PO78_0, PO61_0, PO81_0, PO57_0, PO76_0) | (PO82_0, PO60_0) | 0.863481 | 0.969283 | 0.863481 | 1.000000 | 1.031690 | 0.026523 | inf |
| 9690 | (PO78_0, PO61_0, PO81_0, PO76_0, PO82_0) | (PO57_0, PO60_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 1676 | (PO61_0, PO79_0, PO76_0) | (PO82_0) | 0.880546 | 0.972696 | 0.880546 | 1.000000 | 1.028070 | 0.024042 | inf |
| 8070 | (PO61_0, PO79_0, PO80_1) | (PO82_0, PO81_0, PO60_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 5328 | (PO61_0, PO79_0, PO81_0, PO57_0) | (PO60_0) | 0.940273 | 0.994881 | 0.940273 | 1.000000 | 1.005146 | 0.004814 | inf |
| 8077 | (PO79_0, PO80_1, PO82_0) | (PO61_0, PO81_0, PO60_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 880 | (PO78_0, PO81_0, PO47_6) | (PO57_0) | 0.696246 | 0.977816 | 0.696246 | 1.000000 | 1.022688 | 0.015446 | inf |
| 881 | (PO47_6, PO81_0, PO57_0) | (PO78_0) | 0.696246 | 0.977816 | 0.696246 | 1.000000 | 1.022688 | 0.015446 | inf |
| 5327 | (PO61_0, PO79_0, PO57_0, PO60_0) | (PO81_0) | 0.940273 | 0.994881 | 0.940273 | 1.000000 | 1.005146 | 0.004814 | inf |
| 5299 | (PO61_0, PO76_0, PO81_0, PO57_0) | (PO60_0) | 0.863481 | 0.994881 | 0.863481 | 1.000000 | 1.005146 | 0.004421 | inf |
| 3106 | (PO78_0, PO81_0, PO47_6, PO60_0) | (PO57_0) | 0.696246 | 0.977816 | 0.696246 | 1.000000 | 1.022688 | 0.015446 | inf |
| 3107 | (PO78_0, PO57_0, PO47_6, PO60_0) | (PO81_0) | 0.696246 | 0.994881 | 0.696246 | 1.000000 | 1.005146 | 0.003564 | inf |
| 3108 | (PO78_0, PO57_0, PO81_0, PO47_6) | (PO60_0) | 0.696246 | 0.994881 | 0.696246 | 1.000000 | 1.005146 | 0.003564 | inf |
| 3468 | (PO79_0, PO76_0, PO81_0, PO47_6) | (PO60_0) | 0.646758 | 0.994881 | 0.646758 | 1.000000 | 1.005146 | 0.003311 | inf |
| 3467 | (PO79_0, PO76_0, PO47_6, PO60_0) | (PO81_0) | 0.646758 | 0.994881 | 0.646758 | 1.000000 | 1.005146 | 0.003311 | inf |
| 5298 | (PO61_0, PO76_0, PO57_0, PO60_0) | (PO81_0) | 0.863481 | 0.994881 | 0.863481 | 1.000000 | 1.005146 | 0.004421 | inf |
| 8110 | (PO79_0, PO61_0, PO60_0, PO76_0, PO57_0) | (PO82_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 3110 | (PO57_0, PO81_0, PO47_6, PO60_0) | (PO78_0) | 0.696246 | 0.977816 | 0.696246 | 1.000000 | 1.022688 | 0.015446 | inf |
| 3111 | (PO78_0, PO47_6, PO60_0) | (PO81_0, PO57_0) | 0.696246 | 0.972696 | 0.696246 | 1.000000 | 1.028070 | 0.019010 | inf |
| 8058 | (PO61_0, PO79_0, PO80_1, PO82_0) | (PO81_0, PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 9696 | (PO78_0, PO60_0, PO57_0, PO76_0, PO82_0) | (PO61_0, PO81_0) | 0.863481 | 0.969283 | 0.863481 | 1.000000 | 1.031690 | 0.026523 | inf |
| 1722 | (PO61_0, PO80_1) | (PO82_0, PO60_0) | 0.653584 | 0.969283 | 0.653584 | 1.000000 | 1.031690 | 0.020076 | inf |
| 4579 | (PO79_0, PO82_0, PO57_0, PO60_0) | (PO61_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 9727 | (PO61_0, PO57_0, PO76_0, PO60_0) | (PO78_0, PO81_0, PO82_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 8051 | (PO79_0, PO61_0, PO80_1, PO81_0, PO82_0) | (PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 9730 | (PO61_0, PO57_0, PO81_0, PO76_0) | (PO78_0, PO82_0, PO60_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 8049 | (PO79_0, PO61_0, PO60_0, PO80_1, PO82_0) | (PO81_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 8048 | (PO79_0, PO61_0, PO60_0, PO80_1, PO81_0) | (PO82_0) | 0.648464 | 0.972696 | 0.648464 | 1.000000 | 1.028070 | 0.017706 | inf |
| 9737 | (PO57_0, PO82_0, PO76_0, PO60_0) | (PO61_0, PO78_0, PO81_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 9738 | (PO57_0, PO81_0, PO76_0, PO82_0) | (PO61_0, PO78_0, PO60_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 853 | (PO82_0, PO47_6, PO60_0) | (PO61_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 1704 | (PO61_0, PO79_0, PO80_1) | (PO82_0) | 0.648464 | 0.972696 | 0.648464 | 1.000000 | 1.028070 | 0.017706 | inf |
| 1707 | (PO79_0, PO80_1, PO82_0) | (PO61_0) | 0.648464 | 0.972696 | 0.648464 | 1.000000 | 1.028070 | 0.017706 | inf |
| 4576 | (PO61_0, PO79_0, PO57_0, PO60_0) | (PO82_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 1718 | (PO61_0, PO80_1, PO60_0) | (PO82_0) | 0.653584 | 0.972696 | 0.653584 | 1.000000 | 1.028070 | 0.017845 | inf |
| 1719 | (PO61_0, PO80_1, PO82_0) | (PO60_0) | 0.653584 | 0.994881 | 0.653584 | 1.000000 | 1.005146 | 0.003346 | inf |
| 1721 | (PO82_0, PO80_1, PO60_0) | (PO61_0) | 0.653584 | 0.972696 | 0.653584 | 1.000000 | 1.028070 | 0.017845 | inf |
| 1693 | (PO60_0, PO76_0, PO82_0) | (PO61_0) | 0.883959 | 0.972696 | 0.883959 | 1.000000 | 1.028070 | 0.024135 | inf |
| 1692 | (PO61_0, PO76_0, PO60_0) | (PO82_0) | 0.883959 | 0.972696 | 0.883959 | 1.000000 | 1.028070 | 0.024135 | inf |
| 9721 | (PO78_0, PO81_0, PO76_0, PO82_0) | (PO61_0, PO57_0, PO60_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 9718 | (PO78_0, PO82_0, PO76_0, PO60_0) | (PO61_0, PO81_0, PO57_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 836 | (PO61_0, PO79_0, PO47_6) | (PO82_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 8052 | (PO79_0, PO60_0, PO80_1, PO81_0, PO82_0) | (PO61_0) | 0.648464 | 0.972696 | 0.648464 | 1.000000 | 1.028070 | 0.017706 | inf |
| 839 | (PO79_0, PO47_6, PO82_0) | (PO61_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 8054 | (PO61_0, PO79_0, PO80_1, PO60_0) | (PO81_0, PO82_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 9708 | (PO61_0, PO78_0, PO81_0, PO76_0) | (PO82_0, PO57_0, PO60_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 9705 | (PO61_0, PO78_0, PO76_0, PO60_0) | (PO81_0, PO57_0, PO82_0) | 0.863481 | 0.947099 | 0.863481 | 1.000000 | 1.055856 | 0.045679 | inf |
| 9703 | (PO60_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO61_0, PO78_0) | 0.863481 | 0.950512 | 0.863481 | 1.000000 | 1.052065 | 0.042732 | inf |
| 9702 | (PO61_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO78_0, PO60_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 9701 | (PO61_0, PO60_0, PO57_0, PO76_0, PO82_0) | (PO78_0, PO81_0) | 0.863481 | 0.972696 | 0.863481 | 1.000000 | 1.028070 | 0.023576 | inf |
| 8057 | (PO61_0, PO79_0, PO80_1, PO81_0) | (PO82_0, PO60_0) | 0.648464 | 0.969283 | 0.648464 | 1.000000 | 1.031690 | 0.019919 | inf |
| 9698 | (PO61_0, PO60_0, PO81_0, PO57_0, PO76_0) | (PO78_0, PO82_0) | 0.863481 | 0.950512 | 0.863481 | 1.000000 | 1.052065 | 0.042732 | inf |
| 850 | (PO61_0, PO47_6, PO60_0) | (PO82_0) | 0.694539 | 0.972696 | 0.694539 | 1.000000 | 1.028070 | 0.018964 | inf |
| 9697 | (PO78_0, PO81_0, PO57_0, PO76_0, PO82_0) | (PO61_0, PO60_0) | 0.863481 | 0.969283 | 0.863481 | 1.000000 | 1.031690 | 0.026523 | inf |
| 5448 | (PO61_0, PO79_0, PO80_1, PO81_0) | (PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 1818 | (PO79_0, PO81_0, PO57_0) | (PO78_0) | 0.965870 | 0.977816 | 0.965870 | 1.000000 | 1.022688 | 0.021427 | inf |
| 8114 | (PO79_0, PO60_0, PO76_0, PO57_0, PO82_0) | (PO61_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 1956 | (PO61_0, PO78_0, PO76_0) | (PO57_0) | 0.866894 | 0.977816 | 0.866894 | 1.000000 | 1.022688 | 0.019231 | inf |
| 3590 | (PO79_0, PO81_0, PO57_0, PO82_0) | (PO78_0) | 0.940273 | 0.977816 | 0.940273 | 1.000000 | 1.022688 | 0.020859 | inf |
| 1942 | (PO79_0, PO78_0, PO81_0) | (PO60_0) | 0.965870 | 0.994881 | 0.965870 | 1.000000 | 1.005146 | 0.004945 | inf |
| 1943 | (PO79_0, PO78_0, PO60_0) | (PO81_0) | 0.965870 | 0.994881 | 0.965870 | 1.000000 | 1.005146 | 0.004945 | inf |
| 4436 | (PO79_0, PO81_0, PO82_0) | (PO61_0, PO60_0) | 0.962457 | 0.969283 | 0.962457 | 1.000000 | 1.031690 | 0.029564 | inf |
| 4817 | (PO78_0, PO81_0, PO76_0, PO60_0) | (PO57_0) | 0.889078 | 0.977816 | 0.889078 | 1.000000 | 1.022688 | 0.019724 | inf |
| 5695 | (PO78_0, PO79_0, PO47_6, PO81_0, PO82_0) | (PO61_0) | 0.674061 | 0.972696 | 0.674061 | 1.000000 | 1.028070 | 0.018404 | inf |
| 1958 | (PO61_0, PO57_0, PO76_0) | (PO78_0) | 0.866894 | 0.977816 | 0.866894 | 1.000000 | 1.022688 | 0.019231 | inf |
| 5649 | (PO57_0, PO81_0, PO47_6, PO82_0) | (PO78_0, PO60_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 7679 | (PO78_0, PO79_0, PO60_0, PO76_0, PO82_0) | (PO61_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 1970 | (PO61_0, PO79_0, PO78_0) | (PO57_0) | 0.943686 | 0.977816 | 0.943686 | 1.000000 | 1.022688 | 0.020935 | inf |
| 1971 | (PO61_0, PO79_0, PO57_0) | (PO78_0) | 0.943686 | 0.977816 | 0.943686 | 1.000000 | 1.022688 | 0.020935 | inf |
| 5754 | (PO78_0, PO61_0, PO47_6, PO60_0, PO81_0) | (PO82_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 4435 | (PO79_0, PO82_0, PO60_0) | (PO61_0, PO81_0) | 0.962457 | 0.969283 | 0.962457 | 1.000000 | 1.031690 | 0.029564 | inf |
| 5755 | (PO78_0, PO61_0, PO47_6, PO60_0, PO82_0) | (PO81_0) | 0.675768 | 0.994881 | 0.675768 | 1.000000 | 1.005146 | 0.003460 | inf |
| 7738 | (PO79_0, PO61_0, PO81_0, PO76_0, PO57_0) | (PO82_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 7742 | (PO79_0, PO81_0, PO76_0, PO57_0, PO82_0) | (PO61_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 3529 | (PO78_0, PO81_0, PO57_0, PO82_0) | (PO61_0) | 0.947099 | 0.972696 | 0.947099 | 1.000000 | 1.028070 | 0.025859 | inf |
| 10064 | (PO78_0, PO79_0, PO61_0, PO81_0, PO76_0) | (PO82_0, PO60_0) | 0.856655 | 0.969283 | 0.856655 | 1.000000 | 1.031690 | 0.026314 | inf |
| 10057 | (PO78_0, PO79_0, PO61_0, PO81_0, PO76_0, PO82_0) | (PO60_0) | 0.856655 | 0.994881 | 0.856655 | 1.000000 | 1.005146 | 0.004386 | inf |
| 10058 | (PO78_0, PO79_0, PO60_0, PO81_0, PO76_0, PO82_0) | (PO61_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 5635 | (PO47_6, PO60_0, PO81_0, PO57_0, PO82_0) | (PO78_0) | 0.675768 | 0.977816 | 0.675768 | 1.000000 | 1.022688 | 0.014991 | inf |
| 5638 | (PO78_0, PO82_0, PO47_6, PO60_0) | (PO81_0, PO57_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 5640 | (PO78_0, PO81_0, PO47_6, PO82_0) | (PO57_0, PO60_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 10062 | (PO78_0, PO79_0, PO61_0, PO60_0, PO76_0) | (PO81_0, PO82_0) | 0.856655 | 0.969283 | 0.856655 | 1.000000 | 1.031690 | 0.026314 | inf |
| 3587 | (PO78_0, PO79_0, PO81_0, PO82_0) | (PO57_0) | 0.940273 | 0.977816 | 0.940273 | 1.000000 | 1.022688 | 0.020859 | inf |
| 2956 | (PO61_0, PO57_0, PO47_6, PO60_0) | (PO82_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 1928 | (PO78_0, PO80_1, PO81_0) | (PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 10069 | (PO78_0, PO79_0, PO60_0, PO76_0, PO82_0) | (PO61_0, PO81_0) | 0.856655 | 0.969283 | 0.856655 | 1.000000 | 1.031690 | 0.026314 | inf |
| 10070 | (PO78_0, PO79_0, PO81_0, PO76_0, PO82_0) | (PO61_0, PO60_0) | 0.856655 | 0.969283 | 0.856655 | 1.000000 | 1.031690 | 0.026314 | inf |
| 1929 | (PO78_0, PO80_1, PO60_0) | (PO81_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 2960 | (PO57_0, PO82_0, PO47_6, PO60_0) | (PO61_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 5648 | (PO57_0, PO82_0, PO47_6, PO60_0) | (PO78_0, PO81_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 2929 | (PO79_0, PO57_0, PO47_6, PO82_0) | (PO61_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 7676 | (PO78_0, PO79_0, PO61_0, PO60_0, PO76_0) | (PO82_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 4432 | (PO61_0, PO79_0, PO81_0) | (PO82_0, PO60_0) | 0.962457 | 0.969283 | 0.962457 | 1.000000 | 1.031690 | 0.029564 | inf |
| 1998 | (PO79_0, PO78_0, PO76_0) | (PO57_0) | 0.887372 | 0.977816 | 0.887372 | 1.000000 | 1.022688 | 0.019686 | inf |
| 5760 | (PO61_0, PO78_0, PO47_6, PO60_0) | (PO81_0, PO82_0) | 0.675768 | 0.969283 | 0.675768 | 1.000000 | 1.031690 | 0.020757 | inf |
| 10184 | (PO78_0, PO79_0, PO60_0, PO76_0, PO57_0, PO82_0) | (PO61_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 5761 | (PO61_0, PO78_0, PO81_0, PO47_6) | (PO82_0, PO60_0) | 0.675768 | 0.969283 | 0.675768 | 1.000000 | 1.031690 | 0.020757 | inf |
| 3625 | (PO78_0, PO81_0, PO82_0) | (PO57_0, PO60_0) | 0.947099 | 0.972696 | 0.947099 | 1.000000 | 1.028070 | 0.025859 | inf |
| 5767 | (PO78_0, PO82_0, PO47_6, PO60_0) | (PO61_0, PO81_0) | 0.675768 | 0.969283 | 0.675768 | 1.000000 | 1.031690 | 0.020757 | inf |
| 5768 | (PO78_0, PO81_0, PO47_6, PO82_0) | (PO61_0, PO60_0) | 0.675768 | 0.969283 | 0.675768 | 1.000000 | 1.031690 | 0.020757 | inf |
| 573 | (PO79_0, PO60_0) | (PO81_0) | 0.988055 | 0.994881 | 0.988055 | 1.000000 | 1.005146 | 0.005058 | inf |
| 4431 | (PO61_0, PO79_0, PO60_0) | (PO81_0, PO82_0) | 0.962457 | 0.969283 | 0.962457 | 1.000000 | 1.031690 | 0.029564 | inf |
| 572 | (PO79_0, PO81_0) | (PO60_0) | 0.988055 | 0.994881 | 0.988055 | 1.000000 | 1.005146 | 0.005058 | inf |
| 10186 | (PO79_0, PO61_0, PO60_0, PO76_0, PO57_0, PO82_0) | (PO78_0) | 0.856655 | 0.977816 | 0.856655 | 1.000000 | 1.022688 | 0.019004 | inf |
| 10188 | (PO78_0, PO79_0, PO61_0, PO60_0, PO76_0) | (PO57_0, PO82_0) | 0.856655 | 0.950512 | 0.856655 | 1.000000 | 1.052065 | 0.042394 | inf |
| 2000 | (PO79_0, PO57_0, PO76_0) | (PO78_0) | 0.887372 | 0.977816 | 0.887372 | 1.000000 | 1.022688 | 0.019686 | inf |
| 567 | (PO80_1, PO60_0) | (PO81_0) | 0.667235 | 0.994881 | 0.667235 | 1.000000 | 1.005146 | 0.003416 | inf |
| 566 | (PO80_1, PO81_0) | (PO60_0) | 0.667235 | 0.994881 | 0.667235 | 1.000000 | 1.005146 | 0.003416 | inf |
| 10182 | (PO78_0, PO79_0, PO61_0, PO60_0, PO76_0, PO82_0) | (PO57_0) | 0.856655 | 0.977816 | 0.856655 | 1.000000 | 1.022688 | 0.019004 | inf |
| 10180 | (PO78_0, PO79_0, PO61_0, PO60_0, PO57_0, PO76_0) | (PO82_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 3623 | (PO78_0, PO82_0, PO60_0) | (PO81_0, PO57_0) | 0.947099 | 0.972696 | 0.947099 | 1.000000 | 1.028070 | 0.025859 | inf |
| 1986 | (PO61_0, PO57_0, PO60_0) | (PO78_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 3620 | (PO82_0, PO81_0, PO57_0, PO60_0) | (PO78_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 3619 | (PO78_0, PO81_0, PO57_0, PO82_0) | (PO60_0) | 0.947099 | 0.994881 | 0.947099 | 1.000000 | 1.005146 | 0.004849 | inf |
| 3618 | (PO78_0, PO82_0, PO57_0, PO60_0) | (PO81_0) | 0.947099 | 0.994881 | 0.947099 | 1.000000 | 1.005146 | 0.004849 | inf |
| 3617 | (PO78_0, PO82_0, PO81_0, PO60_0) | (PO57_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 1985 | (PO61_0, PO78_0, PO60_0) | (PO57_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 4419 | (PO80_1, PO82_0) | (PO61_0, PO81_0, PO60_0) | 0.653584 | 0.969283 | 0.653584 | 1.000000 | 1.031690 | 0.020076 | inf |
| 4426 | (PO61_0, PO79_0, PO81_0, PO60_0) | (PO82_0) | 0.962457 | 0.972696 | 0.962457 | 1.000000 | 1.028070 | 0.026279 | inf |
| 4427 | (PO61_0, PO79_0, PO82_0, PO60_0) | (PO81_0) | 0.962457 | 0.994881 | 0.962457 | 1.000000 | 1.005146 | 0.004927 | inf |
| 4428 | (PO61_0, PO79_0, PO81_0, PO82_0) | (PO60_0) | 0.962457 | 0.994881 | 0.962457 | 1.000000 | 1.005146 | 0.004927 | inf |
| 5758 | (PO78_0, PO47_6, PO60_0, PO81_0, PO82_0) | (PO61_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 4429 | (PO79_0, PO82_0, PO81_0, PO60_0) | (PO61_0) | 0.962457 | 0.972696 | 0.962457 | 1.000000 | 1.028070 | 0.026279 | inf |
| 2926 | (PO61_0, PO79_0, PO57_0, PO47_6) | (PO82_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 5756 | (PO78_0, PO61_0, PO47_6, PO81_0, PO82_0) | (PO60_0) | 0.675768 | 0.994881 | 0.675768 | 1.000000 | 1.005146 | 0.003460 | inf |
| 10056 | (PO78_0, PO79_0, PO61_0, PO60_0, PO76_0, PO82_0) | (PO81_0) | 0.856655 | 0.994881 | 0.856655 | 1.000000 | 1.005146 | 0.004386 | inf |
| 644 | (PO61_0, PO80_1) | (PO60_0) | 0.653584 | 0.994881 | 0.653584 | 1.000000 | 1.005146 | 0.003346 | inf |
| 10054 | (PO78_0, PO79_0, PO61_0, PO60_0, PO81_0, PO76_0) | (PO82_0) | 0.856655 | 0.972696 | 0.856655 | 1.000000 | 1.028070 | 0.023390 | inf |
| 5506 | (PO78_0, PO61_0, PO47_6, PO81_0, PO57_0) | (PO82_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 3019 | (PO79_0, PO82_0, PO47_6, PO60_0) | (PO61_0) | 0.692833 | 0.972696 | 0.692833 | 1.000000 | 1.028070 | 0.018917 | inf |
| 3016 | (PO61_0, PO79_0, PO47_6, PO60_0) | (PO82_0) | 0.692833 | 0.972696 | 0.692833 | 1.000000 | 1.028070 | 0.018917 | inf |
| 4487 | (PO79_0, PO82_0, PO80_1, PO60_0) | (PO81_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 7871 | (PO61_0, PO79_0, PO81_0, PO57_0) | (PO82_0, PO60_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 7869 | (PO61_0, PO79_0, PO57_0, PO60_0) | (PO81_0, PO82_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 699 | (PO78_0, PO47_6, PO82_0) | (PO61_0) | 0.677474 | 0.972696 | 0.677474 | 1.000000 | 1.028070 | 0.018498 | inf |
| 5507 | (PO78_0, PO61_0, PO47_6, PO81_0, PO82_0) | (PO57_0) | 0.675768 | 0.977816 | 0.675768 | 1.000000 | 1.022688 | 0.014991 | inf |
| 7865 | (PO79_0, PO61_0, PO81_0, PO57_0, PO82_0) | (PO60_0) | 0.940273 | 0.994881 | 0.940273 | 1.000000 | 1.005146 | 0.004814 | inf |
| 696 | (PO61_0, PO78_0, PO47_6) | (PO82_0) | 0.677474 | 0.972696 | 0.677474 | 1.000000 | 1.028070 | 0.018498 | inf |
| 3558 | (PO78_0, PO81_0, PO76_0, PO82_0) | (PO57_0) | 0.863481 | 0.977816 | 0.863481 | 1.000000 | 1.022688 | 0.019156 | inf |
| 3560 | (PO76_0, PO81_0, PO57_0, PO82_0) | (PO78_0) | 0.863481 | 0.977816 | 0.863481 | 1.000000 | 1.022688 | 0.019156 | inf |
| 5510 | (PO78_0, PO47_6, PO81_0, PO57_0, PO82_0) | (PO61_0) | 0.675768 | 0.972696 | 0.675768 | 1.000000 | 1.028070 | 0.018451 | inf |
| 7866 | (PO79_0, PO60_0, PO81_0, PO57_0, PO82_0) | (PO61_0) | 0.940273 | 0.972696 | 0.940273 | 1.000000 | 1.028070 | 0.025673 | inf |
| 4459 | (PO79_0, PO81_0, PO76_0, PO82_0) | (PO60_0) | 0.877133 | 0.994881 | 0.877133 | 1.000000 | 1.005146 | 0.004490 | inf |
| 7876 | (PO79_0, PO82_0, PO57_0, PO60_0) | (PO61_0, PO81_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 7877 | (PO79_0, PO81_0, PO57_0, PO82_0) | (PO61_0, PO60_0) | 0.940273 | 0.969283 | 0.940273 | 1.000000 | 1.031690 | 0.028882 | inf |
| 4489 | (PO79_0, PO80_1, PO81_0, PO82_0) | (PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 3540 | (PO81_0, PO57_0, PO82_0) | (PO61_0, PO78_0) | 0.947099 | 0.950512 | 0.947099 | 1.000000 | 1.052065 | 0.046870 | inf |
| 1839 | (PO57_0, PO60_0) | (PO78_0, PO81_0) | 0.972696 | 0.972696 | 0.972696 | 1.000000 | 1.028070 | 0.026558 | inf |
| 1837 | (PO81_0, PO57_0) | (PO78_0, PO60_0) | 0.972696 | 0.972696 | 0.972696 | 1.000000 | 1.028070 | 0.026558 | inf |
| 1836 | (PO78_0, PO60_0) | (PO81_0, PO57_0) | 0.972696 | 0.972696 | 0.972696 | 1.000000 | 1.028070 | 0.026558 | inf |
| 3537 | (PO61_0, PO81_0, PO57_0) | (PO78_0, PO82_0) | 0.947099 | 0.950512 | 0.947099 | 1.000000 | 1.052065 | 0.046870 | inf |
| 1834 | (PO78_0, PO81_0) | (PO57_0, PO60_0) | 0.972696 | 0.972696 | 0.972696 | 1.000000 | 1.028070 | 0.026558 | inf |
| 3535 | (PO78_0, PO81_0, PO82_0) | (PO61_0, PO57_0) | 0.947099 | 0.950512 | 0.947099 | 1.000000 | 1.052065 | 0.046870 | inf |
| 1833 | (PO81_0, PO57_0, PO60_0) | (PO78_0) | 0.972696 | 0.977816 | 0.972696 | 1.000000 | 1.022688 | 0.021579 | inf |
| 1832 | (PO78_0, PO57_0, PO60_0) | (PO81_0) | 0.972696 | 0.994881 | 0.972696 | 1.000000 | 1.005146 | 0.004980 | inf |
| 1831 | (PO78_0, PO81_0, PO60_0) | (PO57_0) | 0.972696 | 0.977816 | 0.972696 | 1.000000 | 1.022688 | 0.021579 | inf |
| 1830 | (PO78_0, PO81_0, PO57_0) | (PO60_0) | 0.972696 | 0.994881 | 0.972696 | 1.000000 | 1.005146 | 0.004980 | inf |
| 3531 | (PO61_0, PO78_0, PO81_0) | (PO57_0, PO82_0) | 0.947099 | 0.950512 | 0.947099 | 1.000000 | 1.052065 | 0.046870 | inf |
| 5452 | (PO61_0, PO79_0, PO80_1) | (PO81_0, PO60_0) | 0.648464 | 0.994881 | 0.648464 | 1.000000 | 1.005146 | 0.003320 | inf |
| 3530 | (PO61_0, PO81_0, PO57_0, PO82_0) | (PO78_0) | 0.947099 | 0.977816 | 0.947099 | 1.000000 | 1.022688 | 0.021011 | inf |
| 9929 | (PO78_0, PO79_0, PO60_0, PO81_0, PO76_0, PO82_0) | (PO57_0) | 0.856655 | 0.977816 | 0.856655 | 1.000000 | 1.022688 | 0.019004 | inf |
| 9931 | (PO78_0, PO79_0, PO60_0, PO57_0, PO76_0, PO82_0) | (PO81_0) | 0.856655 | 0.994881 | 0.856655 | 1.000000 | 1.005146 | 0.004386 | inf |
| 5633 | (PO78_0, PO47_6, PO81_0, PO57_0, PO82_0) | (PO60_0) | 0.675768 | 0.994881 | 0.675768 | 1.000000 | 1.005146 | 0.003460 | inf |
| 7809 | (PO61_0, PO76_0, PO57_0, PO60_0) | (PO81_0, PO82_0) | 0.863481 | 0.969283 | 0.863481 | 1.000000 | 1.031690 | 0.026523 | inf |
| 5569 | (PO78_0, PO79_0, PO47_6, PO81_0, PO82_0) | (PO57_0) | 0.674061 | 0.977816 | 0.674061 | 1.000000 | 1.022688 | 0.014954 | inf |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 4889 | (PO81_0, PO57_0, PO60_0) | (PO78_0, PO80_1) | 0.972696 | 0.650171 | 0.648464 | 0.666667 | 1.025372 | 0.016046 | 1.049488 |
| 2225 | (PO81_0, PO57_0, PO60_0) | (PO80_1) | 0.972696 | 0.668942 | 0.648464 | 0.666667 | 0.996599 | -0.002213 | 0.993174 |
| 8456 | (PO79_0, PO81_0, PO57_0) | (PO78_0, PO80_1, PO60_0) | 0.965870 | 0.648464 | 0.643345 | 0.666078 | 1.027162 | 0.017012 | 1.052748 |
| 5218 | (PO79_0, PO57_0, PO60_0) | (PO78_0, PO80_1) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 5207 | (PO78_0, PO79_0, PO57_0, PO60_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 4848 | (PO78_0, PO79_0, PO81_0, PO57_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 8422 | (PO78_0, PO79_0, PO60_0, PO81_0, PO57_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 5063 | (PO78_0, PO79_0, PO81_0) | (PO80_1, PO60_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 4852 | (PO78_0, PO79_0, PO81_0) | (PO80_1, PO57_0) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 4859 | (PO79_0, PO81_0, PO57_0) | (PO78_0, PO80_1) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 5396 | (PO79_0, PO81_0, PO57_0) | (PO80_1, PO60_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 5393 | (PO79_0, PO57_0, PO60_0) | (PO80_1, PO81_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 2210 | (PO79_0, PO81_0, PO57_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 2126 | (PO79_0, PO78_0, PO60_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 8443 | (PO78_0, PO79_0, PO81_0) | (PO80_1, PO57_0, PO60_0) | 0.965870 | 0.648464 | 0.643345 | 0.666078 | 1.027162 | 0.017012 | 1.052748 |
| 5388 | (PO79_0, PO81_0, PO57_0, PO60_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 8441 | (PO78_0, PO79_0, PO60_0) | (PO80_1, PO81_0, PO57_0) | 0.965870 | 0.648464 | 0.643345 | 0.666078 | 1.027162 | 0.017012 | 1.052748 |
| 8438 | (PO79_0, PO81_0, PO57_0, PO60_0) | (PO78_0, PO80_1) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 2406 | (PO79_0, PO57_0, PO60_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 1916 | (PO79_0, PO78_0, PO81_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 8453 | (PO79_0, PO57_0, PO60_0) | (PO78_0, PO80_1, PO81_0) | 0.965870 | 0.648464 | 0.643345 | 0.666078 | 1.027162 | 0.017012 | 1.052748 |
| 5211 | (PO78_0, PO79_0, PO60_0) | (PO80_1, PO57_0) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 8431 | (PO78_0, PO79_0, PO81_0, PO57_0) | (PO80_1, PO60_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 8428 | (PO78_0, PO79_0, PO57_0, PO60_0) | (PO80_1, PO81_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 8427 | (PO78_0, PO79_0, PO81_0, PO60_0) | (PO80_1, PO57_0) | 0.965870 | 0.650171 | 0.643345 | 0.666078 | 1.024466 | 0.015364 | 1.047637 |
| 5057 | (PO78_0, PO79_0, PO81_0, PO60_0) | (PO80_1) | 0.965870 | 0.668942 | 0.643345 | 0.666078 | 0.995718 | -0.002766 | 0.991422 |
| 5061 | (PO78_0, PO79_0, PO60_0) | (PO80_1, PO81_0) | 0.965870 | 0.667235 | 0.643345 | 0.666078 | 0.998265 | -0.001118 | 0.996533 |
| 2346 | (PO81_0) | (PO79_0, PO80_1, PO60_0) | 0.994881 | 0.662116 | 0.662116 | 0.665523 | 1.005146 | 0.003390 | 1.010186 |
| 2347 | (PO60_0) | (PO79_0, PO80_1, PO81_0) | 0.994881 | 0.662116 | 0.662116 | 0.665523 | 1.005146 | 0.003390 | 1.010186 |
| 2343 | (PO81_0, PO60_0) | (PO79_0, PO80_1) | 0.994881 | 0.663823 | 0.662116 | 0.665523 | 1.002562 | 0.001692 | 1.005084 |
| 565 | (PO81_0) | (PO79_0, PO80_1) | 0.994881 | 0.663823 | 0.662116 | 0.665523 | 1.002562 | 0.001692 | 1.005084 |
| 667 | (PO60_0) | (PO79_0, PO80_1) | 0.994881 | 0.663823 | 0.662116 | 0.665523 | 1.002562 | 0.001692 | 1.005084 |
| 63 | (PO57_0) | (PO80_1) | 0.977816 | 0.668942 | 0.650171 | 0.664921 | 0.993990 | -0.003931 | 0.988001 |
| 40 | (PO78_0) | (PO80_1) | 0.977816 | 0.668942 | 0.650171 | 0.664921 | 0.993990 | -0.003931 | 0.988001 |
| 431 | (PO78_0) | (PO80_1, PO57_0) | 0.977816 | 0.650171 | 0.650171 | 0.664921 | 1.022688 | 0.014424 | 1.044022 |
| 433 | (PO57_0) | (PO78_0, PO80_1) | 0.977816 | 0.650171 | 0.650171 | 0.664921 | 1.022688 | 0.014424 | 1.044022 |
| 429 | (PO78_0, PO57_0) | (PO80_1) | 0.977816 | 0.668942 | 0.650171 | 0.664921 | 0.993990 | -0.003931 | 0.988001 |
| 2032 | (PO79_0, PO78_0) | (PO80_1, PO57_0) | 0.970990 | 0.650171 | 0.645051 | 0.664323 | 1.021768 | 0.013742 | 1.042162 |
| 609 | (PO79_0, PO57_0) | (PO80_1) | 0.970990 | 0.668942 | 0.645051 | 0.664323 | 0.993096 | -0.004485 | 0.986241 |
| 2031 | (PO79_0, PO57_0) | (PO78_0, PO80_1) | 0.970990 | 0.650171 | 0.645051 | 0.664323 | 1.021768 | 0.013742 | 1.042162 |
| 2028 | (PO79_0, PO78_0, PO57_0) | (PO80_1) | 0.970990 | 0.668942 | 0.645051 | 0.664323 | 0.993096 | -0.004485 | 0.986241 |
| 477 | (PO79_0, PO78_0) | (PO80_1) | 0.970990 | 0.668942 | 0.645051 | 0.664323 | 0.993096 | -0.004485 | 0.986241 |
| 2234 | (PO57_0) | (PO80_1, PO81_0, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 1808 | (PO78_0, PO57_0) | (PO80_1, PO81_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 1812 | (PO78_0) | (PO80_1, PO81_0, PO57_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 2045 | (PO78_0, PO57_0) | (PO80_1, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 4894 | (PO78_0, PO57_0) | (PO80_1, PO81_0, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 618 | (PO57_0) | (PO80_1, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 401 | (PO78_0) | (PO80_1, PO81_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 4905 | (PO57_0) | (PO78_0, PO80_1, PO81_0, PO60_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 485 | (PO78_0) | (PO80_1, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 1938 | (PO78_0) | (PO80_1, PO81_0, PO60_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 511 | (PO57_0) | (PO80_1, PO81_0) | 0.977816 | 0.667235 | 0.648464 | 0.663176 | 0.993916 | -0.003969 | 0.987949 |
| 1815 | (PO57_0) | (PO78_0, PO80_1, PO81_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 2052 | (PO57_0) | (PO78_0, PO80_1, PO60_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 2050 | (PO78_0) | (PO80_1, PO57_0, PO60_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 4901 | (PO78_0) | (PO80_1, PO81_0, PO57_0, PO60_0) | 0.977816 | 0.648464 | 0.648464 | 0.663176 | 1.022688 | 0.014386 | 1.043679 |
| 2129 | (PO79_0, PO78_0) | (PO80_1, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 4867 | (PO79_0, PO57_0) | (PO78_0, PO80_1, PO81_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 4861 | (PO78_0, PO79_0) | (PO80_1, PO81_0, PO57_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 8444 | (PO78_0, PO79_0, PO57_0) | (PO80_1, PO81_0, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 2214 | (PO79_0, PO57_0) | (PO80_1, PO81_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 4853 | (PO78_0, PO79_0, PO57_0) | (PO80_1, PO81_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 5404 | (PO79_0, PO57_0) | (PO80_1, PO81_0, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 2409 | (PO79_0, PO57_0) | (PO80_1, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 5213 | (PO78_0, PO79_0, PO57_0) | (PO80_1, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 5221 | (PO78_0, PO79_0) | (PO80_1, PO57_0, PO60_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 8469 | (PO79_0, PO57_0) | (PO78_0, PO80_1, PO81_0, PO60_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 5227 | (PO79_0, PO57_0) | (PO78_0, PO80_1, PO60_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 5071 | (PO78_0, PO79_0) | (PO80_1, PO81_0, PO60_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 1920 | (PO79_0, PO78_0) | (PO80_1, PO81_0) | 0.970990 | 0.667235 | 0.643345 | 0.662566 | 0.993002 | -0.004534 | 0.986161 |
| 8461 | (PO78_0, PO79_0) | (PO80_1, PO81_0, PO57_0, PO60_0) | 0.970990 | 0.648464 | 0.643345 | 0.662566 | 1.021746 | 0.013693 | 1.041791 |
| 8464 | (PO78_0, PO81_0) | (PO79_0, PO80_1, PO57_0, PO60_0) | 0.972696 | 0.643345 | 0.643345 | 0.661404 | 1.028070 | 0.017566 | 1.053334 |
| 4863 | (PO78_0, PO81_0) | (PO79_0, PO80_1, PO57_0) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 5399 | (PO81_0, PO57_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 8462 | (PO78_0, PO60_0) | (PO79_0, PO80_1, PO81_0, PO57_0) | 0.972696 | 0.643345 | 0.643345 | 0.661404 | 1.028070 | 0.017566 | 1.053334 |
| 5222 | (PO78_0, PO60_0) | (PO79_0, PO80_1, PO57_0) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 8475 | (PO81_0, PO57_0) | (PO78_0, PO79_0, PO80_1, PO60_0) | 0.972696 | 0.643345 | 0.643345 | 0.661404 | 1.028070 | 0.017566 | 1.053334 |
| 4856 | (PO78_0, PO81_0, PO57_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 2413 | (PO57_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 5215 | (PO78_0, PO57_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 8459 | (PO81_0, PO57_0, PO60_0) | (PO78_0, PO79_0, PO80_1) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 5410 | (PO81_0, PO57_0) | (PO79_0, PO80_1, PO60_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 5407 | (PO57_0, PO60_0) | (PO79_0, PO80_1, PO81_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 8450 | (PO78_0, PO81_0, PO57_0) | (PO79_0, PO80_1, PO60_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 2217 | (PO81_0, PO57_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 5229 | (PO57_0, PO60_0) | (PO78_0, PO79_0, PO80_1) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 5074 | (PO78_0, PO81_0) | (PO79_0, PO80_1, PO60_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 5065 | (PO78_0, PO81_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 2133 | (PO78_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 8446 | (PO78_0, PO81_0, PO60_0) | (PO79_0, PO80_1, PO57_0) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 8434 | (PO78_0, PO81_0, PO57_0, PO60_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 8447 | (PO78_0, PO57_0, PO60_0) | (PO79_0, PO80_1, PO81_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 4870 | (PO81_0, PO57_0) | (PO78_0, PO79_0, PO80_1) | 0.972696 | 0.645051 | 0.643345 | 0.661404 | 1.025350 | 0.015906 | 1.048294 |
| 5072 | (PO78_0, PO60_0) | (PO79_0, PO80_1, PO81_0) | 0.972696 | 0.662116 | 0.643345 | 0.661404 | 0.998924 | -0.000693 | 0.997896 |
| 1923 | (PO78_0, PO81_0) | (PO79_0, PO80_1) | 0.972696 | 0.663823 | 0.643345 | 0.661404 | 0.996356 | -0.002353 | 0.992856 |
| 8472 | (PO57_0, PO60_0) | (PO78_0, PO79_0, PO80_1, PO81_0) | 0.972696 | 0.643345 | 0.643345 | 0.661404 | 1.028070 | 0.017566 | 1.053334 |
| 613 | (PO57_0) | (PO79_0, PO80_1) | 0.977816 | 0.663823 | 0.645051 | 0.659686 | 0.993768 | -0.004045 | 0.987845 |
| 481 | (PO78_0) | (PO79_0, PO80_1) | 0.977816 | 0.663823 | 0.645051 | 0.659686 | 0.993768 | -0.004045 | 0.987845 |
| 2038 | (PO57_0) | (PO79_0, PO80_1, PO78_0) | 0.977816 | 0.645051 | 0.645051 | 0.659686 | 1.022688 | 0.014310 | 1.043003 |
| 2039 | (PO78_0) | (PO79_0, PO80_1, PO57_0) | 0.977816 | 0.645051 | 0.645051 | 0.659686 | 1.022688 | 0.014310 | 1.043003 |
| 2035 | (PO78_0, PO57_0) | (PO79_0, PO80_1) | 0.977816 | 0.663823 | 0.645051 | 0.659686 | 0.993768 | -0.004045 | 0.987845 |
| 8481 | (PO57_0) | (PO78_0, PO79_0, PO60_0, PO80_1, PO81_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 5415 | (PO57_0) | (PO79_0, PO80_1, PO81_0, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 1927 | (PO78_0) | (PO79_0, PO80_1, PO81_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 2221 | (PO57_0) | (PO79_0, PO80_1, PO81_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 2136 | (PO78_0) | (PO79_0, PO80_1, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 8476 | (PO78_0) | (PO79_0, PO60_0, PO80_1, PO81_0, PO57_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 5231 | (PO78_0) | (PO79_0, PO80_1, PO57_0, PO60_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 8465 | (PO78_0, PO57_0) | (PO79_0, PO80_1, PO81_0, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 4864 | (PO78_0, PO57_0) | (PO79_0, PO80_1, PO81_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 5224 | (PO78_0, PO57_0) | (PO79_0, PO80_1, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 4871 | (PO78_0) | (PO79_0, PO80_1, PO81_0, PO57_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 4875 | (PO57_0) | (PO78_0, PO79_0, PO80_1, PO81_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 5235 | (PO57_0) | (PO78_0, PO79_0, PO80_1, PO60_0) | 0.977816 | 0.643345 | 0.643345 | 0.657941 | 1.022688 | 0.014272 | 1.042671 |
| 5081 | (PO78_0) | (PO79_0, PO80_1, PO81_0, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 2416 | (PO57_0) | (PO79_0, PO80_1, PO60_0) | 0.977816 | 0.662116 | 0.643345 | 0.657941 | 0.993694 | -0.004083 | 0.987793 |
| 1492 | (PO81_0) | (PO61_0, PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 2305 | (PO60_0) | (PO61_0, PO80_1, PO81_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 2304 | (PO81_0) | (PO61_0, PO80_1, PO60_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 649 | (PO60_0) | (PO61_0, PO80_1) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 372 | (PO60_0) | (PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 2301 | (PO81_0, PO60_0) | (PO61_0, PO80_1) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 288 | (PO81_0) | (PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 4424 | (PO81_0) | (PO61_0, PO82_0, PO80_1, PO60_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 4422 | (PO60_0) | (PO61_0, PO80_1, PO81_0, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 1730 | (PO60_0) | (PO61_0, PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 1569 | (PO81_0, PO60_0) | (PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 535 | (PO81_0) | (PO61_0, PO80_1) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 1574 | (PO60_0) | (PO80_1, PO81_0, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 1576 | (PO81_0) | (PO82_0, PO80_1, PO60_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 4416 | (PO81_0, PO60_0) | (PO61_0, PO80_1, PO82_0) | 0.994881 | 0.653584 | 0.653584 | 0.656947 | 1.005146 | 0.003346 | 1.009804 |
| 4682 | (PO79_0, PO60_0) | (PO61_0, PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 1765 | (PO79_0, PO60_0) | (PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 2440 | (PO79_0, PO60_0) | (PO61_0, PO80_1) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 8092 | (PO79_0, PO81_0) | (PO61_0, PO82_0, PO80_1, PO60_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 4492 | (PO79_0, PO81_0, PO60_0) | (PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 8090 | (PO79_0, PO60_0) | (PO61_0, PO80_1, PO81_0, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 4503 | (PO79_0, PO81_0) | (PO82_0, PO80_1, PO60_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 4501 | (PO79_0, PO60_0) | (PO80_1, PO81_0, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 4383 | (PO79_0, PO81_0) | (PO61_0, PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 8074 | (PO79_0, PO81_0, PO60_0) | (PO61_0, PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 5464 | (PO79_0, PO81_0) | (PO61_0, PO80_1, PO60_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 5462 | (PO79_0, PO60_0) | (PO61_0, PO80_1, PO81_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 5455 | (PO79_0, PO81_0, PO60_0) | (PO61_0, PO80_1) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 1555 | (PO79_0, PO81_0) | (PO80_1, PO82_0) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 2286 | (PO79_0, PO81_0) | (PO61_0, PO80_1) | 0.988055 | 0.653584 | 0.648464 | 0.656304 | 1.004162 | 0.002688 | 1.007915 |
| 1095 | (PO79_0, PO81_0) | (PO47_6, PO76_0) | 0.988055 | 0.650171 | 0.646758 | 0.654577 | 1.006777 | 0.004354 | 1.012756 |
| 3474 | (PO79_0, PO81_0, PO60_0) | (PO76_0, PO47_6) | 0.988055 | 0.650171 | 0.646758 | 0.654577 | 1.006777 | 0.004354 | 1.012756 |
| 3482 | (PO79_0, PO60_0) | (PO76_0, PO81_0, PO47_6) | 0.988055 | 0.648464 | 0.646758 | 0.654577 | 1.009426 | 0.006040 | 1.017696 |
| 3483 | (PO79_0, PO81_0) | (PO76_0, PO47_6, PO60_0) | 0.988055 | 0.648464 | 0.646758 | 0.654577 | 1.009426 | 0.006040 | 1.017696 |
| 1192 | (PO79_0, PO60_0) | (PO47_6, PO76_0) | 0.988055 | 0.650171 | 0.646758 | 0.654577 | 1.006777 | 0.004354 | 1.012756 |
| 1560 | (PO79_0) | (PO80_1, PO81_0, PO82_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 2289 | (PO79_0) | (PO61_0, PO80_1, PO81_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 365 | (PO79_0) | (PO80_1, PO82_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 4391 | (PO79_0) | (PO61_0, PO80_1, PO81_0, PO82_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 215 | (PO79_0) | (PO47_6, PO76_0) | 0.993174 | 0.650171 | 0.648464 | 0.652921 | 1.004230 | 0.002732 | 1.007924 |
| 4691 | (PO79_0) | (PO61_0, PO82_0, PO80_1, PO60_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 1715 | (PO79_0) | (PO61_0, PO80_1, PO82_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 2443 | (PO79_0) | (PO61_0, PO80_1, PO60_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 1770 | (PO79_0) | (PO82_0, PO80_1, PO60_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 8104 | (PO79_0) | (PO61_0, PO60_0, PO80_1, PO81_0, PO82_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 4511 | (PO79_0) | (PO82_0, PO80_1, PO81_0, PO60_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 642 | (PO79_0) | (PO61_0, PO80_1) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 5471 | (PO79_0) | (PO61_0, PO80_1, PO81_0, PO60_0) | 0.993174 | 0.653584 | 0.648464 | 0.652921 | 0.998986 | -0.000658 | 0.998091 |
| 8099 | (PO81_0, PO60_0) | (PO61_0, PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 510 | (PO81_0) | (PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 168 | (PO81_0) | (PO47_6, PO76_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1941 | (PO60_0) | (PO78_0, PO80_1, PO81_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4394 | (PO81_0) | (PO61_0, PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 2445 | (PO60_0) | (PO61_0, PO79_0, PO80_1) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 8108 | (PO81_0) | (PO79_0, PO61_0, PO60_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 619 | (PO60_0) | (PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1937 | (PO81_0, PO60_0) | (PO78_0, PO80_1) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 4896 | (PO81_0, PO60_0) | (PO78_0, PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 4904 | (PO81_0) | (PO78_0, PO80_1, PO57_0, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 1940 | (PO81_0) | (PO78_0, PO80_1, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4902 | (PO60_0) | (PO78_0, PO80_1, PO81_0, PO57_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 223 | (PO60_0) | (PO47_6, PO76_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 8106 | (PO60_0) | (PO79_0, PO61_0, PO80_1, PO81_0, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 2230 | (PO81_0, PO60_0) | (PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1562 | (PO81_0) | (PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 2233 | (PO81_0) | (PO80_1, PO57_0, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4693 | (PO60_0) | (PO61_0, PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 403 | (PO81_0) | (PO78_0, PO80_1) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 2053 | (PO60_0) | (PO78_0, PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 2291 | (PO81_0) | (PO61_0, PO79_0, PO80_1) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 1110 | (PO81_0, PO60_0) | (PO47_6, PO76_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1113 | (PO81_0) | (PO47_6, PO76_0, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 1115 | (PO60_0) | (PO47_6, PO81_0, PO76_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 1814 | (PO81_0) | (PO78_0, PO80_1, PO57_0) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1772 | (PO60_0) | (PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4514 | (PO81_0) | (PO79_0, PO82_0, PO80_1, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4512 | (PO60_0) | (PO79_0, PO80_1, PO81_0, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 5473 | (PO60_0) | (PO61_0, PO79_0, PO80_1, PO81_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 4506 | (PO81_0, PO60_0) | (PO79_0, PO80_1, PO82_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 5475 | (PO81_0) | (PO61_0, PO79_0, PO80_1, PO60_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 2235 | (PO60_0) | (PO80_1, PO81_0, PO57_0) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 5469 | (PO81_0, PO60_0) | (PO61_0, PO79_0, PO80_1) | 0.994881 | 0.648464 | 0.648464 | 0.651801 | 1.005146 | 0.003320 | 1.009583 |
| 487 | (PO60_0) | (PO78_0, PO80_1) | 0.994881 | 0.650171 | 0.648464 | 0.651801 | 1.002508 | 0.001622 | 1.004682 |
| 1099 | (PO79_0) | (PO47_6, PO81_0, PO76_0) | 0.993174 | 0.648464 | 0.646758 | 0.651203 | 1.004223 | 0.002720 | 1.007852 |
| 1196 | (PO79_0) | (PO47_6, PO76_0, PO60_0) | 0.993174 | 0.648464 | 0.646758 | 0.651203 | 1.004223 | 0.002720 | 1.007852 |
| 3491 | (PO79_0) | (PO76_0, PO81_0, PO47_6, PO60_0) | 0.993174 | 0.648464 | 0.646758 | 0.651203 | 1.004223 | 0.002720 | 1.007852 |
| 8466 | (PO79_0, PO60_0) | (PO78_0, PO80_1, PO81_0, PO57_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 8468 | (PO79_0, PO81_0) | (PO78_0, PO80_1, PO57_0, PO60_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 2130 | (PO79_0, PO60_0) | (PO78_0, PO80_1) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 2410 | (PO79_0, PO60_0) | (PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 5401 | (PO79_0, PO60_0) | (PO80_1, PO81_0, PO57_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 5068 | (PO79_0, PO81_0, PO60_0) | (PO78_0, PO80_1) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 2213 | (PO79_0, PO81_0) | (PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 5225 | (PO79_0, PO60_0) | (PO78_0, PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 1919 | (PO79_0, PO81_0) | (PO78_0, PO80_1) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 5075 | (PO79_0, PO60_0) | (PO78_0, PO80_1, PO81_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 5077 | (PO79_0, PO81_0) | (PO78_0, PO80_1, PO60_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 4866 | (PO79_0, PO81_0) | (PO78_0, PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 5403 | (PO79_0, PO81_0) | (PO80_1, PO57_0, PO60_0) | 0.988055 | 0.648464 | 0.643345 | 0.651123 | 1.004100 | 0.002627 | 1.007620 |
| 8452 | (PO79_0, PO81_0, PO60_0) | (PO78_0, PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 5392 | (PO79_0, PO81_0, PO60_0) | (PO80_1, PO57_0) | 0.988055 | 0.650171 | 0.643345 | 0.651123 | 1.001464 | 0.000941 | 1.002729 |
| 1100 | (PO81_0) | (PO79_0, PO47_6, PO76_0) | 0.994881 | 0.648464 | 0.646758 | 0.650086 | 1.002501 | 0.001613 | 1.004634 |
| 3488 | (PO81_0, PO60_0) | (PO79_0, PO76_0, PO47_6) | 0.994881 | 0.648464 | 0.646758 | 0.650086 | 1.002501 | 0.001613 | 1.004634 |
| 1199 | (PO60_0) | (PO79_0, PO47_6, PO76_0) | 0.994881 | 0.648464 | 0.646758 | 0.650086 | 1.002501 | 0.001613 | 1.004634 |
| 3493 | (PO60_0) | (PO79_0, PO76_0, PO81_0, PO47_6) | 0.994881 | 0.646758 | 0.646758 | 0.650086 | 1.005146 | 0.003311 | 1.009511 |
| 3494 | (PO81_0) | (PO79_0, PO76_0, PO47_6, PO60_0) | 0.994881 | 0.646758 | 0.646758 | 0.650086 | 1.005146 | 0.003311 | 1.009511 |
| 611 | (PO79_0) | (PO80_1, PO57_0) | 0.993174 | 0.650171 | 0.645051 | 0.649485 | 0.998945 | -0.000681 | 0.998043 |
| 2036 | (PO79_0) | (PO78_0, PO80_1, PO57_0) | 0.993174 | 0.650171 | 0.645051 | 0.649485 | 0.998945 | -0.000681 | 0.998043 |
| 479 | (PO79_0) | (PO78_0, PO80_1) | 0.993174 | 0.650171 | 0.645051 | 0.649485 | 0.998945 | -0.000681 | 0.998043 |
| 2414 | (PO79_0) | (PO80_1, PO57_0, PO60_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 2134 | (PO79_0) | (PO78_0, PO80_1, PO60_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 5411 | (PO79_0) | (PO80_1, PO81_0, PO57_0, PO60_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 8477 | (PO79_0) | (PO78_0, PO60_0, PO80_1, PO81_0, PO57_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 5232 | (PO79_0) | (PO78_0, PO80_1, PO57_0, PO60_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 1924 | (PO79_0) | (PO78_0, PO80_1, PO81_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 4872 | (PO79_0) | (PO78_0, PO80_1, PO81_0, PO57_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 5082 | (PO79_0) | (PO78_0, PO80_1, PO81_0, PO60_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 2218 | (PO79_0) | (PO80_1, PO81_0, PO57_0) | 0.993174 | 0.648464 | 0.643345 | 0.647766 | 0.998924 | -0.000693 | 0.998019 |
| 2417 | (PO60_0) | (PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 1926 | (PO81_0) | (PO79_0, PO80_1, PO78_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 5083 | (PO60_0) | (PO78_0, PO79_0, PO80_1, PO81_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 5085 | (PO81_0) | (PO78_0, PO79_0, PO80_1, PO60_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 2220 | (PO81_0) | (PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 5414 | (PO81_0) | (PO79_0, PO80_1, PO57_0, PO60_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 8480 | (PO81_0) | (PO78_0, PO79_0, PO60_0, PO80_1, PO57_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 5412 | (PO60_0) | (PO79_0, PO80_1, PO81_0, PO57_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 5079 | (PO81_0, PO60_0) | (PO78_0, PO79_0, PO80_1) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 8478 | (PO60_0) | (PO78_0, PO79_0, PO80_1, PO81_0, PO57_0) | 0.994881 | 0.643345 | 0.643345 | 0.646655 | 1.005146 | 0.003294 | 1.009369 |
| 8471 | (PO81_0, PO60_0) | (PO78_0, PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 2137 | (PO60_0) | (PO79_0, PO80_1, PO78_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 5406 | (PO81_0, PO60_0) | (PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 5233 | (PO60_0) | (PO78_0, PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
| 4874 | (PO81_0) | (PO78_0, PO79_0, PO80_1, PO57_0) | 0.994881 | 0.645051 | 0.643345 | 0.646655 | 1.002487 | 0.001596 | 1.004540 |
11066 rows × 9 columns
Les règles les plus précises sont: (PO61_0, PO60_0, PO57_0) ===> (PO78_0, PO81_0, PO82_0)
(PO61_0, PO47_6, PO81_0, PO57_0)===> (PO78_0, PO60_0, PO82_0)
(PO60_0, PO57_0, PO82_0)===>(PO78_0, PO61_0, PO81_0)
(PO78_0, PO60_0, PO82_0))===>(PO61_0, PO81_0, PO57_0)
(PO78_0, PO60_0, PO61_0)===>((PO81_0, PO82_0, PO57_0)
PO61_0 : les clients n'ayant pas une Contribution boat policies.
PO60_0: les clients ayant une Contribution surfboard policies égale à 0.
PO57_O: les clients ayant une Contribution family accidents insurance policies égale à 0.
PO78_0: les clients ayant Number of family accidents insurance policies égale à 0.
PO82_0 : les clients n'ayant pas de Contribution surfboard policies.
PO68_1 : les clients ayant un nombre de car policies égale à 1.
PO81_0 : les clients ayant un nombre of surfboard policies égale à 0.
PO61_0: les clients ayant une Contribution boat policies égale à 0.
PO47_6 : les clients ayant un PPERSAUT Contribution car policies égale à 6.
Cet output nous a permis de faire identifier les critères des clients qu’on doit les envoyer des mails .En effet, les clients n’ayant ni de Contribution surfboard policies, ni de Contribution Contribution boat policies , ni de un nombre of surfboard policies, un nombre de car policies qui est égale à 1 et un PPERSAUT Contribution car policies égale à 6 sont les plus intéressés d’avoir une assurance sur caravane.
import mlxtend.plotting as mlplot
#draw a graph of associations
def draw_graph(rules, rules_to_show):
import networkx as nx
G1 = nx.DiGraph()
color_map=[]
N = 50
colors = np.random.rand(N)
strs=['R0', 'R1', 'R2', 'R3', 'R4', 'R5', 'R6', 'R7', 'R8','R9']
for i in range (rules_to_show):
G1.add_nodes_from(["R"+str(i)])
for a in rules.iloc[i]["antecedents"]:
G1.add_nodes_from([a])
G1.add_edge(a, "R"+str(i), color=colors[i] , weight = 2)
for c in rules.iloc[i]['consequents']:
G1.add_nodes_from([c])
G1.add_edge("R"+str(i), c, color=colors[i], weight=2)
for node in G1:
found_a_string = False
for item in strs:
if node==item:
found_a_string = True
if found_a_string:
color_map.append('blue')
else:
color_map.append('red')
edges = G1.edges()
colors = [G1[u][v]['color'] for u,v in edges]
weights = [G1[u][v]['weight'] for u,v in edges]
pos = nx.spring_layout(G1, k=16, scale=1)
nx.draw(G1, pos, edges=edges, node_color = color_map, edge_color=colors, width=weights, font_size=16, with_labels=False)
for p in pos:
pos[p][1] += 0.07
nx.draw_networkx_labels(G1, pos)
plt.show()
draw_graph(rules, 10)
pd.set_option('display.max_rows', 500)
pd.set_option('display.max_columns', 500)
pd.set_option('display.width', 1000)
data_scoring = pd.read_csv('df_reduced.csv', sep='\t')
data_scoring = data_scoring.drop(columns='Unnamed: 0', axis=1)
X = data_scoring.drop(['CLASS'],axis=1)
y = pd.DataFrame(data_scoring.iloc[:,-1])
X.head()
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | PO57 | PO61 | SD18 | SD35 | PO76 | SD32 | PO65 | SD7 | SD30 | SD24 | SD38 | SD28 | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 5 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 7 | 8 | 0 | 8 | 0 | 5 | 1 | 2 | 4 | 6 | 1 | 6 | 2 | 5 | 1 | 0 | 5 | 7 | 0 |
| 1 | 2 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | 0 | 0 | 4 | 6 | 0 | 7 | 2 | 4 | 2 | 4 | 0 | 5 | 2 | 5 | 4 | 0 | 1 | 0 | 5 | 6 | 0 |
| 2 | 2 | 6 | 37 | 0 | 0 | 0 | 4 | 4 | 2 | 7 | 0 | 0 | 4 | 9 | 0 | 7 | 1 | 4 | 7 | 2 | 5 | 4 | 5 | 2 | 4 | 0 | 1 | 0 | 0 | 3 | 0 |
| 3 | 2 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 0 | 2 | 7 | 0 | 9 | 0 | 3 | 5 | 2 | 5 | 4 | 2 | 4 | 3 | 1 | 1 | 0 | 3 | 5 | 0 |
| 4 | 6 | 0 | 40 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 0 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 |
from lightgbm import LGBMClassifier
import xgboost as xgb
from sklearn.ensemble import RandomForestRegressor
lgbm = LGBMClassifier(objective='binary',class_weight='balanced')
lgbm.fit(X, y)
C:\Users\yassi\Anaconda3\lib\site-packages\sklearn\preprocessing\label.py:219: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel(). C:\Users\yassi\Anaconda3\lib\site-packages\sklearn\preprocessing\label.py:252: DataConversionWarning: A column-vector y was passed when a 1d array was expected. Please change the shape of y to (n_samples, ), for example using ravel().
LGBMClassifier(boosting_type='gbdt', class_weight='balanced',
colsample_bytree=1.0, importance_type='split', learning_rate=0.1,
max_depth=-1, min_child_samples=20, min_child_weight=0.001,
min_split_gain=0.0, n_estimators=100, n_jobs=-1, num_leaves=31,
objective='binary', random_state=None, reg_alpha=0.0,
reg_lambda=0.0, silent=True, subsample=1.0,
subsample_for_bin=200000, subsample_freq=0)
y_pred=lgbm.predict(X)
proba=lgbm.predict_proba(X)
proba
array([[0.52481952, 0.47518048],
[0.968437 , 0.031563 ],
[0.90653892, 0.09346108],
...,
[0.55206356, 0.44793644],
[0.42561745, 0.57438255],
[0.86828346, 0.13171654]])
pd.DataFrame(proba)
| 0 | 1 | |
|---|---|---|
| 0 | 0.524820 | 0.475180 |
| 1 | 0.968437 | 0.031563 |
| 2 | 0.906539 | 0.093461 |
| 3 | 0.780641 | 0.219359 |
| 4 | 0.997308 | 0.002692 |
| 5 | 0.912865 | 0.087135 |
| 6 | 0.716450 | 0.283550 |
| 7 | 0.351331 | 0.648669 |
| 8 | 0.272607 | 0.727393 |
| 9 | 0.955121 | 0.044879 |
| 10 | 0.849291 | 0.150709 |
| 11 | 0.593525 | 0.406475 |
| 12 | 0.302819 | 0.697181 |
| 13 | 0.963665 | 0.036335 |
| 14 | 0.989964 | 0.010036 |
| 15 | 0.774084 | 0.225916 |
| 16 | 0.904463 | 0.095537 |
| 17 | 0.172269 | 0.827731 |
| 18 | 0.720106 | 0.279894 |
| 19 | 0.987891 | 0.012109 |
| 20 | 0.327620 | 0.672380 |
| 21 | 0.537565 | 0.462435 |
| 22 | 0.553712 | 0.446288 |
| 23 | 0.959719 | 0.040281 |
| 24 | 0.449236 | 0.550764 |
| 25 | 0.529375 | 0.470625 |
| 26 | 0.186065 | 0.813935 |
| 27 | 0.987739 | 0.012261 |
| 28 | 0.998768 | 0.001232 |
| 29 | 0.980570 | 0.019430 |
| 30 | 0.766218 | 0.233782 |
| 31 | 0.962734 | 0.037266 |
| 32 | 0.560563 | 0.439437 |
| 33 | 0.815606 | 0.184394 |
| 34 | 0.455897 | 0.544103 |
| 35 | 0.698094 | 0.301906 |
| 36 | 0.157021 | 0.842979 |
| 37 | 0.993736 | 0.006264 |
| 38 | 0.980451 | 0.019549 |
| 39 | 0.888168 | 0.111832 |
| 40 | 0.993528 | 0.006472 |
| 41 | 0.178272 | 0.821728 |
| 42 | 0.980151 | 0.019849 |
| 43 | 0.529438 | 0.470562 |
| 44 | 0.555774 | 0.444226 |
| 45 | 0.235698 | 0.764302 |
| 46 | 0.934649 | 0.065351 |
| 47 | 0.878607 | 0.121393 |
| 48 | 0.395747 | 0.604253 |
| 49 | 0.955302 | 0.044698 |
| 50 | 0.554312 | 0.445688 |
| 51 | 0.941529 | 0.058471 |
| 52 | 0.928429 | 0.071571 |
| 53 | 0.980574 | 0.019426 |
| 54 | 0.794889 | 0.205111 |
| 55 | 0.347125 | 0.652875 |
| 56 | 0.983532 | 0.016468 |
| 57 | 0.109923 | 0.890077 |
| 58 | 0.933581 | 0.066419 |
| 59 | 0.981847 | 0.018153 |
| 60 | 0.847474 | 0.152526 |
| 61 | 0.691495 | 0.308505 |
| 62 | 0.841520 | 0.158480 |
| 63 | 0.995036 | 0.004964 |
| 64 | 0.994965 | 0.005035 |
| 65 | 0.185419 | 0.814581 |
| 66 | 0.574863 | 0.425137 |
| 67 | 0.310302 | 0.689698 |
| 68 | 0.845276 | 0.154724 |
| 69 | 0.952321 | 0.047679 |
| 70 | 0.974687 | 0.025313 |
| 71 | 0.972633 | 0.027367 |
| 72 | 0.885097 | 0.114903 |
| 73 | 0.441281 | 0.558719 |
| 74 | 0.471927 | 0.528073 |
| 75 | 0.578851 | 0.421149 |
| 76 | 0.914145 | 0.085855 |
| 77 | 0.862178 | 0.137822 |
| 78 | 0.872637 | 0.127363 |
| 79 | 0.464694 | 0.535306 |
| 80 | 0.831685 | 0.168315 |
| 81 | 0.993681 | 0.006319 |
| 82 | 0.854885 | 0.145115 |
| 83 | 0.948049 | 0.051951 |
| 84 | 0.972496 | 0.027504 |
| 85 | 0.288432 | 0.711568 |
| 86 | 0.833930 | 0.166070 |
| 87 | 0.631249 | 0.368751 |
| 88 | 0.847604 | 0.152396 |
| 89 | 0.715554 | 0.284446 |
| 90 | 0.886166 | 0.113834 |
| 91 | 0.618845 | 0.381155 |
| 92 | 0.536389 | 0.463611 |
| 93 | 0.984655 | 0.015345 |
| 94 | 0.611839 | 0.388161 |
| 95 | 0.973654 | 0.026346 |
| 96 | 0.888421 | 0.111579 |
| 97 | 0.323125 | 0.676875 |
| 98 | 0.261999 | 0.738001 |
| 99 | 0.992366 | 0.007634 |
| 100 | 0.916942 | 0.083058 |
| 101 | 0.867468 | 0.132532 |
| 102 | 0.762204 | 0.237796 |
| 103 | 0.828980 | 0.171020 |
| 104 | 0.336029 | 0.663971 |
| 105 | 0.984916 | 0.015084 |
| 106 | 0.904212 | 0.095788 |
| 107 | 0.868891 | 0.131109 |
| 108 | 0.747290 | 0.252710 |
| 109 | 0.452716 | 0.547284 |
| 110 | 0.869672 | 0.130328 |
| 111 | 0.984858 | 0.015142 |
| 112 | 0.715908 | 0.284092 |
| 113 | 0.690431 | 0.309569 |
| 114 | 0.377281 | 0.622719 |
| 115 | 0.974918 | 0.025082 |
| 116 | 0.388048 | 0.611952 |
| 117 | 0.919603 | 0.080397 |
| 118 | 0.308976 | 0.691024 |
| 119 | 0.991703 | 0.008297 |
| 120 | 0.935598 | 0.064402 |
| 121 | 0.842233 | 0.157767 |
| 122 | 0.928689 | 0.071311 |
| 123 | 0.857326 | 0.142674 |
| 124 | 0.519935 | 0.480065 |
| 125 | 0.801069 | 0.198931 |
| 126 | 0.304276 | 0.695724 |
| 127 | 0.130846 | 0.869154 |
| 128 | 0.885392 | 0.114608 |
| 129 | 0.923947 | 0.076053 |
| 130 | 0.531405 | 0.468595 |
| 131 | 0.532100 | 0.467900 |
| 132 | 0.982397 | 0.017603 |
| 133 | 0.951212 | 0.048788 |
| 134 | 0.954475 | 0.045525 |
| 135 | 0.905708 | 0.094292 |
| 136 | 0.617336 | 0.382664 |
| 137 | 0.949494 | 0.050506 |
| 138 | 0.843637 | 0.156363 |
| 139 | 0.960863 | 0.039137 |
| 140 | 0.978498 | 0.021502 |
| 141 | 0.431868 | 0.568132 |
| 142 | 0.782674 | 0.217326 |
| 143 | 0.935235 | 0.064765 |
| 144 | 0.973969 | 0.026031 |
| 145 | 0.892143 | 0.107857 |
| 146 | 0.801631 | 0.198369 |
| 147 | 0.708866 | 0.291134 |
| 148 | 0.983047 | 0.016953 |
| 149 | 0.327874 | 0.672126 |
| 150 | 0.402199 | 0.597801 |
| 151 | 0.657754 | 0.342246 |
| 152 | 0.933008 | 0.066992 |
| 153 | 0.831940 | 0.168060 |
| 154 | 0.638248 | 0.361752 |
| 155 | 0.826001 | 0.173999 |
| 156 | 0.121798 | 0.878202 |
| 157 | 0.806011 | 0.193989 |
| 158 | 0.846003 | 0.153997 |
| 159 | 0.636357 | 0.363643 |
| 160 | 0.974345 | 0.025655 |
| 161 | 0.949993 | 0.050007 |
| 162 | 0.527000 | 0.473000 |
| 163 | 0.981943 | 0.018057 |
| 164 | 0.907166 | 0.092834 |
| 165 | 0.332739 | 0.667261 |
| 166 | 0.873143 | 0.126857 |
| 167 | 0.993577 | 0.006423 |
| 168 | 0.857338 | 0.142662 |
| 169 | 0.886510 | 0.113490 |
| 170 | 0.941203 | 0.058797 |
| 171 | 0.279613 | 0.720387 |
| 172 | 0.816551 | 0.183449 |
| 173 | 0.800431 | 0.199569 |
| 174 | 0.355208 | 0.644792 |
| 175 | 0.415196 | 0.584804 |
| 176 | 0.837839 | 0.162161 |
| 177 | 0.865732 | 0.134268 |
| 178 | 0.677383 | 0.322617 |
| 179 | 0.101583 | 0.898417 |
| 180 | 0.854708 | 0.145292 |
| 181 | 0.848495 | 0.151505 |
| 182 | 0.129537 | 0.870463 |
| 183 | 0.397224 | 0.602776 |
| 184 | 0.632632 | 0.367368 |
| 185 | 0.999034 | 0.000966 |
| 186 | 0.708610 | 0.291390 |
| 187 | 0.220716 | 0.779284 |
| 188 | 0.984033 | 0.015967 |
| 189 | 0.796576 | 0.203424 |
| 190 | 0.837388 | 0.162612 |
| 191 | 0.526876 | 0.473124 |
| 192 | 0.896100 | 0.103900 |
| 193 | 0.928168 | 0.071832 |
| 194 | 0.148528 | 0.851472 |
| 195 | 0.746351 | 0.253649 |
| 196 | 0.973751 | 0.026249 |
| 197 | 0.644963 | 0.355037 |
| 198 | 0.839148 | 0.160852 |
| 199 | 0.552020 | 0.447980 |
| 200 | 0.936213 | 0.063787 |
| 201 | 0.978608 | 0.021392 |
| 202 | 0.689543 | 0.310457 |
| 203 | 0.144150 | 0.855850 |
| 204 | 0.660029 | 0.339971 |
| 205 | 0.925488 | 0.074512 |
| 206 | 0.551938 | 0.448062 |
| 207 | 0.966545 | 0.033455 |
| 208 | 0.760420 | 0.239580 |
| 209 | 0.769193 | 0.230807 |
| 210 | 0.983808 | 0.016192 |
| 211 | 0.871573 | 0.128427 |
| 212 | 0.629875 | 0.370125 |
| 213 | 0.437553 | 0.562447 |
| 214 | 0.778940 | 0.221060 |
| 215 | 0.993330 | 0.006670 |
| 216 | 0.976674 | 0.023326 |
| 217 | 0.391486 | 0.608514 |
| 218 | 0.675494 | 0.324506 |
| 219 | 0.804537 | 0.195463 |
| 220 | 0.205260 | 0.794740 |
| 221 | 0.990415 | 0.009585 |
| 222 | 0.700868 | 0.299132 |
| 223 | 0.952711 | 0.047289 |
| 224 | 0.966505 | 0.033495 |
| 225 | 0.869488 | 0.130512 |
| 226 | 0.097047 | 0.902953 |
| 227 | 0.575272 | 0.424728 |
| 228 | 0.857459 | 0.142541 |
| 229 | 0.775172 | 0.224828 |
| 230 | 0.971377 | 0.028623 |
| 231 | 0.864614 | 0.135386 |
| 232 | 0.392450 | 0.607550 |
| 233 | 0.998814 | 0.001186 |
| 234 | 0.122350 | 0.877650 |
| 235 | 0.271423 | 0.728577 |
| 236 | 0.993582 | 0.006418 |
| 237 | 0.898103 | 0.101897 |
| 238 | 0.972941 | 0.027059 |
| 239 | 0.312945 | 0.687055 |
| 240 | 0.216524 | 0.783476 |
| 241 | 0.775423 | 0.224577 |
| 242 | 0.996243 | 0.003757 |
| 243 | 0.858076 | 0.141924 |
| 244 | 0.738629 | 0.261371 |
| 245 | 0.502583 | 0.497417 |
| 246 | 0.130420 | 0.869580 |
| 247 | 0.437674 | 0.562326 |
| 248 | 0.351331 | 0.648669 |
| 249 | 0.694090 | 0.305910 |
| ... | ... | ... |
| 9572 | 0.898685 | 0.101315 |
| 9573 | 0.981744 | 0.018256 |
| 9574 | 0.848588 | 0.151412 |
| 9575 | 0.936389 | 0.063611 |
| 9576 | 0.871209 | 0.128791 |
| 9577 | 0.981417 | 0.018583 |
| 9578 | 0.407309 | 0.592691 |
| 9579 | 0.974211 | 0.025789 |
| 9580 | 0.964445 | 0.035555 |
| 9581 | 0.208989 | 0.791011 |
| 9582 | 0.936847 | 0.063153 |
| 9583 | 0.933836 | 0.066164 |
| 9584 | 0.975982 | 0.024018 |
| 9585 | 0.738007 | 0.261993 |
| 9586 | 0.380791 | 0.619209 |
| 9587 | 0.992399 | 0.007601 |
| 9588 | 0.977986 | 0.022014 |
| 9589 | 0.945559 | 0.054441 |
| 9590 | 0.967035 | 0.032965 |
| 9591 | 0.938836 | 0.061164 |
| 9592 | 0.864157 | 0.135843 |
| 9593 | 0.889933 | 0.110067 |
| 9594 | 0.225547 | 0.774453 |
| 9595 | 0.938791 | 0.061209 |
| 9596 | 0.768169 | 0.231831 |
| 9597 | 0.314105 | 0.685895 |
| 9598 | 0.869171 | 0.130829 |
| 9599 | 0.211877 | 0.788123 |
| 9600 | 0.890059 | 0.109941 |
| 9601 | 0.995958 | 0.004042 |
| 9602 | 0.305899 | 0.694101 |
| 9603 | 0.315366 | 0.684634 |
| 9604 | 0.950677 | 0.049323 |
| 9605 | 0.350822 | 0.649178 |
| 9606 | 0.604067 | 0.395933 |
| 9607 | 0.911368 | 0.088632 |
| 9608 | 0.984028 | 0.015972 |
| 9609 | 0.878751 | 0.121249 |
| 9610 | 0.498166 | 0.501834 |
| 9611 | 0.296840 | 0.703160 |
| 9612 | 0.983777 | 0.016223 |
| 9613 | 0.812859 | 0.187141 |
| 9614 | 0.933768 | 0.066232 |
| 9615 | 0.470796 | 0.529204 |
| 9616 | 0.686110 | 0.313890 |
| 9617 | 0.956559 | 0.043441 |
| 9618 | 0.924393 | 0.075607 |
| 9619 | 0.878961 | 0.121039 |
| 9620 | 0.962052 | 0.037948 |
| 9621 | 0.945910 | 0.054090 |
| 9622 | 0.159395 | 0.840605 |
| 9623 | 0.344133 | 0.655867 |
| 9624 | 0.486350 | 0.513650 |
| 9625 | 0.997705 | 0.002295 |
| 9626 | 0.982518 | 0.017482 |
| 9627 | 0.673974 | 0.326026 |
| 9628 | 0.935807 | 0.064193 |
| 9629 | 0.500230 | 0.499770 |
| 9630 | 0.979897 | 0.020103 |
| 9631 | 0.419708 | 0.580292 |
| 9632 | 0.745086 | 0.254914 |
| 9633 | 0.945247 | 0.054753 |
| 9634 | 0.932397 | 0.067603 |
| 9635 | 0.690919 | 0.309081 |
| 9636 | 0.913596 | 0.086404 |
| 9637 | 0.902024 | 0.097976 |
| 9638 | 0.482544 | 0.517456 |
| 9639 | 0.965405 | 0.034595 |
| 9640 | 0.908222 | 0.091778 |
| 9641 | 0.956662 | 0.043338 |
| 9642 | 0.881299 | 0.118701 |
| 9643 | 0.928433 | 0.071567 |
| 9644 | 0.870824 | 0.129176 |
| 9645 | 0.947655 | 0.052345 |
| 9646 | 0.964830 | 0.035170 |
| 9647 | 0.850362 | 0.149638 |
| 9648 | 0.793045 | 0.206955 |
| 9649 | 0.892005 | 0.107995 |
| 9650 | 0.894000 | 0.106000 |
| 9651 | 0.970192 | 0.029808 |
| 9652 | 0.987206 | 0.012794 |
| 9653 | 0.482597 | 0.517403 |
| 9654 | 0.791370 | 0.208630 |
| 9655 | 0.924987 | 0.075013 |
| 9656 | 0.966055 | 0.033945 |
| 9657 | 0.961256 | 0.038744 |
| 9658 | 0.132759 | 0.867241 |
| 9659 | 0.972459 | 0.027541 |
| 9660 | 0.243985 | 0.756015 |
| 9661 | 0.607839 | 0.392161 |
| 9662 | 0.468542 | 0.531458 |
| 9663 | 0.906206 | 0.093794 |
| 9664 | 0.267279 | 0.732721 |
| 9665 | 0.959288 | 0.040712 |
| 9666 | 0.800669 | 0.199331 |
| 9667 | 0.826001 | 0.173999 |
| 9668 | 0.993473 | 0.006527 |
| 9669 | 0.958621 | 0.041379 |
| 9670 | 0.918291 | 0.081709 |
| 9671 | 0.962988 | 0.037012 |
| 9672 | 0.856371 | 0.143629 |
| 9673 | 0.541991 | 0.458009 |
| 9674 | 0.736327 | 0.263673 |
| 9675 | 0.808247 | 0.191753 |
| 9676 | 0.782590 | 0.217410 |
| 9677 | 0.918244 | 0.081756 |
| 9678 | 0.515799 | 0.484201 |
| 9679 | 0.977779 | 0.022221 |
| 9680 | 0.271639 | 0.728361 |
| 9681 | 0.495266 | 0.504734 |
| 9682 | 0.994087 | 0.005913 |
| 9683 | 0.963526 | 0.036474 |
| 9684 | 0.293502 | 0.706498 |
| 9685 | 0.941531 | 0.058469 |
| 9686 | 0.907191 | 0.092809 |
| 9687 | 0.305212 | 0.694788 |
| 9688 | 0.965958 | 0.034042 |
| 9689 | 0.802338 | 0.197662 |
| 9690 | 0.975352 | 0.024648 |
| 9691 | 0.946205 | 0.053795 |
| 9692 | 0.950088 | 0.049912 |
| 9693 | 0.409938 | 0.590062 |
| 9694 | 0.893199 | 0.106801 |
| 9695 | 0.817968 | 0.182032 |
| 9696 | 0.931399 | 0.068601 |
| 9697 | 0.951459 | 0.048541 |
| 9698 | 0.963227 | 0.036773 |
| 9699 | 0.971025 | 0.028975 |
| 9700 | 0.946841 | 0.053159 |
| 9701 | 0.969224 | 0.030776 |
| 9702 | 0.952764 | 0.047236 |
| 9703 | 0.292238 | 0.707762 |
| 9704 | 0.382435 | 0.617565 |
| 9705 | 0.948900 | 0.051100 |
| 9706 | 0.446818 | 0.553182 |
| 9707 | 0.899856 | 0.100144 |
| 9708 | 0.997535 | 0.002465 |
| 9709 | 0.951750 | 0.048250 |
| 9710 | 0.678431 | 0.321569 |
| 9711 | 0.279613 | 0.720387 |
| 9712 | 0.647002 | 0.352998 |
| 9713 | 0.168354 | 0.831646 |
| 9714 | 0.725912 | 0.274088 |
| 9715 | 0.983912 | 0.016088 |
| 9716 | 0.286962 | 0.713038 |
| 9717 | 0.989202 | 0.010798 |
| 9718 | 0.116937 | 0.883063 |
| 9719 | 0.970505 | 0.029495 |
| 9720 | 0.993630 | 0.006370 |
| 9721 | 0.883151 | 0.116849 |
| 9722 | 0.864664 | 0.135336 |
| 9723 | 0.828012 | 0.171988 |
| 9724 | 0.481226 | 0.518774 |
| 9725 | 0.864664 | 0.135336 |
| 9726 | 0.616071 | 0.383929 |
| 9727 | 0.966023 | 0.033977 |
| 9728 | 0.388806 | 0.611194 |
| 9729 | 0.828328 | 0.171672 |
| 9730 | 0.749044 | 0.250956 |
| 9731 | 0.824922 | 0.175078 |
| 9732 | 0.260939 | 0.739061 |
| 9733 | 0.349579 | 0.650421 |
| 9734 | 0.349201 | 0.650799 |
| 9735 | 0.663648 | 0.336352 |
| 9736 | 0.578461 | 0.421539 |
| 9737 | 0.673328 | 0.326672 |
| 9738 | 0.921738 | 0.078262 |
| 9739 | 0.917782 | 0.082218 |
| 9740 | 0.431982 | 0.568018 |
| 9741 | 0.373327 | 0.626673 |
| 9742 | 0.903023 | 0.096977 |
| 9743 | 0.406572 | 0.593428 |
| 9744 | 0.954647 | 0.045353 |
| 9745 | 0.890054 | 0.109946 |
| 9746 | 0.978382 | 0.021618 |
| 9747 | 0.909636 | 0.090364 |
| 9748 | 0.407742 | 0.592258 |
| 9749 | 0.956784 | 0.043216 |
| 9750 | 0.994443 | 0.005557 |
| 9751 | 0.870050 | 0.129950 |
| 9752 | 0.908213 | 0.091787 |
| 9753 | 0.967342 | 0.032658 |
| 9754 | 0.843423 | 0.156577 |
| 9755 | 0.827880 | 0.172120 |
| 9756 | 0.355309 | 0.644691 |
| 9757 | 0.952400 | 0.047600 |
| 9758 | 0.764952 | 0.235048 |
| 9759 | 0.889933 | 0.110067 |
| 9760 | 0.969329 | 0.030671 |
| 9761 | 0.977932 | 0.022068 |
| 9762 | 0.700128 | 0.299872 |
| 9763 | 0.796486 | 0.203514 |
| 9764 | 0.462361 | 0.537639 |
| 9765 | 0.570077 | 0.429923 |
| 9766 | 0.989350 | 0.010650 |
| 9767 | 0.743354 | 0.256646 |
| 9768 | 0.909040 | 0.090960 |
| 9769 | 0.799849 | 0.200151 |
| 9770 | 0.482544 | 0.517456 |
| 9771 | 0.615482 | 0.384518 |
| 9772 | 0.882604 | 0.117396 |
| 9773 | 0.969319 | 0.030681 |
| 9774 | 0.977639 | 0.022361 |
| 9775 | 0.263425 | 0.736575 |
| 9776 | 0.765002 | 0.234998 |
| 9777 | 0.921206 | 0.078794 |
| 9778 | 0.686110 | 0.313890 |
| 9779 | 0.987069 | 0.012931 |
| 9780 | 0.787080 | 0.212920 |
| 9781 | 0.867536 | 0.132464 |
| 9782 | 0.202257 | 0.797743 |
| 9783 | 0.726960 | 0.273040 |
| 9784 | 0.956990 | 0.043010 |
| 9785 | 0.989315 | 0.010685 |
| 9786 | 0.792017 | 0.207983 |
| 9787 | 0.577036 | 0.422964 |
| 9788 | 0.991468 | 0.008532 |
| 9789 | 0.508586 | 0.491414 |
| 9790 | 0.990333 | 0.009667 |
| 9791 | 0.987572 | 0.012428 |
| 9792 | 0.924534 | 0.075466 |
| 9793 | 0.810748 | 0.189252 |
| 9794 | 0.987235 | 0.012765 |
| 9795 | 0.721281 | 0.278719 |
| 9796 | 0.347125 | 0.652875 |
| 9797 | 0.808393 | 0.191607 |
| 9798 | 0.975281 | 0.024719 |
| 9799 | 0.995265 | 0.004735 |
| 9800 | 0.691166 | 0.308834 |
| 9801 | 0.887641 | 0.112359 |
| 9802 | 0.546994 | 0.453006 |
| 9803 | 0.962583 | 0.037417 |
| 9804 | 0.826878 | 0.173122 |
| 9805 | 0.304228 | 0.695772 |
| 9806 | 0.368704 | 0.631296 |
| 9807 | 0.876524 | 0.123476 |
| 9808 | 0.441159 | 0.558841 |
| 9809 | 0.904553 | 0.095447 |
| 9810 | 0.229635 | 0.770365 |
| 9811 | 0.504587 | 0.495413 |
| 9812 | 0.974508 | 0.025492 |
| 9813 | 0.923758 | 0.076242 |
| 9814 | 0.887444 | 0.112556 |
| 9815 | 0.658216 | 0.341784 |
| 9816 | 0.784786 | 0.215214 |
| 9817 | 0.898712 | 0.101288 |
| 9818 | 0.173304 | 0.826696 |
| 9819 | 0.552064 | 0.447936 |
| 9820 | 0.425617 | 0.574383 |
| 9821 | 0.868283 | 0.131717 |
9822 rows × 2 columns
from sklearn.metrics import confusion_matrix,accuracy_score,precision_score,cohen_kappa_score,recall_score,auc
cm = confusion_matrix(y_pred,y)
print(cm)
print('accuracy_score :',accuracy_score(y,y_pred))
print('auc :',auc(y,y_pred,reorder=True))
print('precision_score : ',precision_score(y,y_pred))
print('recall_score :', recall_score(y,y_pred))
print('kappa_score :',cohen_kappa_score(y,y_pred))
[[7874 8] [1362 578]] accuracy_score : 0.8605172062716351 auc : 0.5 precision_score : 0.2979381443298969 recall_score : 0.9863481228668942 kappa_score : 0.4029230199356675
C:\Users\yassi\Anaconda3\lib\site-packages\sklearn\metrics\ranking.py:104: DeprecationWarning: The 'reorder' parameter has been deprecated in version 0.20 and will be removed in 0.22. It is recommended not to set 'reorder' and ensure that x is monotonic increasing or monotonic decreasing.
data_scored = proba[:,1]
data_scoring["Score"]=data_scored
dataa=data_scoring
data_sorted = dataa.sort_values(by='Score', ascending = False)
data_sorted.head()
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | PO57 | PO61 | SD18 | SD35 | PO76 | SD32 | PO65 | SD7 | SD30 | SD24 | SD38 | SD28 | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | CLASS | Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8443 | 4 | 6 | 12 | 1 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 3 | 1 | 7 | 0 | 7 | 1 | 5 | 0 | 2 | 5 | 1 | 3 | 5 | 2 | 1 | 1 | 0 | 4 | 5 | 0 | 1 | 0.972952 |
| 6397 | 5 | 6 | 8 | 2 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 4 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 1 | 0.968750 |
| 7320 | 3 | 6 | 1 | 0 | 1 | 0 | 0 | 8 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 1 | 0.962462 |
| 2188 | 4 | 6 | 7 | 1 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 4 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.959862 |
| 1595 | 3 | 6 | 38 | 1 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 4 | 4 | 9 | 0 | 7 | 0 | 5 | 7 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 1 | 0 | 5 | 4 | 0 | 0 | 0.958136 |
vised_clients = data_sorted.iloc[0:dataa.shape[0]//2, :]
vised_clients
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | PO57 | PO61 | SD18 | SD35 | PO76 | SD32 | PO65 | SD7 | SD30 | SD24 | SD38 | SD28 | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | CLASS | Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8443 | 4 | 6 | 12 | 1 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 3 | 1 | 7 | 0 | 7 | 1 | 5 | 0 | 2 | 5 | 1 | 3 | 5 | 2 | 1 | 1 | 0 | 4 | 5 | 0 | 1 | 0.972952 |
| 6397 | 5 | 6 | 8 | 2 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 4 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 1 | 0.968750 |
| 7320 | 3 | 6 | 1 | 0 | 1 | 0 | 0 | 8 | 2 | 2 | 3 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 1 | 0.962462 |
| 2188 | 4 | 6 | 7 | 1 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 4 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.959862 |
| 1595 | 3 | 6 | 38 | 1 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 4 | 4 | 9 | 0 | 7 | 0 | 5 | 7 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 1 | 0 | 5 | 4 | 0 | 0 | 0.958136 |
| 669 | 0 | 6 | 38 | 1 | 0 | 0 | 0 | 4 | 0 | 3 | 0 | 2 | 8 | 8 | 0 | 7 | 0 | 4 | 3 | 0 | 7 | 8 | 1 | 3 | 4 | 6 | 0 | 0 | 2 | 7 | 0 | 1 | 0.958041 |
| 5136 | 4 | 6 | 8 | 0 | 1 | 0 | 0 | 7 | 2 | 6 | 3 | 0 | 0 | 7 | 0 | 6 | 1 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 1 | 0.955011 |
| 2955 | 4 | 6 | 3 | 1 | 0 | 0 | 2 | 6 | 0 | 2 | 0 | 4 | 3 | 5 | 0 | 7 | 0 | 5 | 3 | 1 | 3 | 1 | 2 | 1 | 5 | 1 | 1 | 0 | 4 | 4 | 0 | 0 | 0.947659 |
| 5475 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 1 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 0 | 0.946674 |
| 7289 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 1 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 1 | 0.946674 |
| 5523 | 4 | 6 | 33 | 1 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 2 | 5 | 6 | 0 | 6 | 0 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.946636 |
| 2450 | 3 | 6 | 23 | 1 | 0 | 0 | 5 | 3 | 0 | 0 | 0 | 6 | 9 | 8 | 0 | 5 | 0 | 1 | 9 | 6 | 4 | 3 | 0 | 4 | 0 | 3 | 1 | 0 | 0 | 1 | 0 | 1 | 0.944557 |
| 7934 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 6 | 7 | 2 | 0 | 1 | 0 | 5 | 9 | 0 | 0 | 0.940261 |
| 8238 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 6 | 7 | 2 | 0 | 1 | 0 | 5 | 9 | 0 | 1 | 0.940261 |
| 7817 | 4 | 6 | 13 | 1 | 0 | 0 | 1 | 6 | 2 | 5 | 0 | 5 | 1 | 5 | 0 | 7 | 1 | 2 | 7 | 1 | 4 | 2 | 3 | 5 | 4 | 2 | 1 | 0 | 5 | 7 | 0 | 0 | 0.938439 |
| 5756 | 4 | 6 | 6 | 0 | 0 | 0 | 4 | 8 | 2 | 0 | 0 | 0 | 0 | 7 | 0 | 5 | 1 | 4 | 0 | 4 | 2 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 2 | 4 | 0 | 1 | 0.936139 |
| 3703 | 1 | 6 | 24 | 1 | 0 | 0 | 6 | 2 | 0 | 3 | 0 | 1 | 6 | 7 | 0 | 7 | 0 | 3 | 9 | 4 | 3 | 6 | 1 | 5 | 4 | 3 | 1 | 0 | 1 | 6 | 0 | 1 | 0.935556 |
| 4881 | 4 | 6 | 12 | 0 | 1 | 0 | 0 | 7 | 2 | 7 | 3 | 0 | 4 | 9 | 0 | 9 | 1 | 4 | 2 | 0 | 0 | 3 | 3 | 8 | 0 | 1 | 1 | 0 | 4 | 9 | 0 | 1 | 0.931688 |
| 8684 | 4 | 6 | 17 | 2 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 4 | 5 | 7 | 1 | 6 | 1 | 5 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.930802 |
| 626 | 0 | 6 | 33 | 1 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 4 | 4 | 5 | 0 | 7 | 0 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 0 | 0 | 3 | 7 | 0 | 1 | 0.930752 |
| 8960 | 4 | 6 | 36 | 2 | 0 | 0 | 3 | 3 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 4 | 1 | 5 | 5 | 2 | 3 | 3 | 1 | 1 | 3 | 2 | 1 | 0 | 3 | 4 | 0 | 0 | 0.929577 |
| 3917 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 0 | 2 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 2 | 0 | 6 | 7 | 0 | 1 | 0.926080 |
| 6393 | 4 | 6 | 7 | 0 | 0 | 0 | 3 | 6 | 2 | 4 | 0 | 0 | 1 | 3 | 3 | 7 | 1 | 2 | 6 | 1 | 2 | 2 | 4 | 4 | 2 | 1 | 1 | 0 | 3 | 6 | 0 | 1 | 0.925964 |
| 3509 | 4 | 5 | 39 | 1 | 0 | 0 | 1 | 5 | 2 | 3 | 0 | 4 | 2 | 7 | 0 | 7 | 1 | 7 | 6 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 1 | 0 | 3 | 9 | 0 | 1 | 0.921881 |
| 2797 | 0 | 6 | 35 | 1 | 0 | 0 | 2 | 5 | 0 | 2 | 0 | 4 | 2 | 5 | 0 | 6 | 0 | 7 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 1 | 0 | 0 | 4 | 7 | 0 | 1 | 0.920384 |
| 762 | 4 | 0 | 32 | 1 | 0 | 1 | 0 | 1 | 2 | 3 | 0 | 6 | 4 | 2 | 0 | 7 | 1 | 6 | 2 | 2 | 5 | 4 | 2 | 4 | 5 | 3 | 1 | 0 | 4 | 7 | 1 | 1 | 0.919718 |
| 3121 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 4 | 0 | 0 | 5 | 7 | 2 | 7 | 1 | 6 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 1 | 0 | 5 | 6 | 0 | 1 | 0.919297 |
| 1352 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 1 | 5 | 1 | 1 | 4 | 2 | 4 | 7 | 2 | 2 | 1 | 1 | 4 | 8 | 0 | 0 | 0.918962 |
| 5913 | 4 | 6 | 11 | 0 | 1 | 0 | 2 | 6 | 2 | 2 | 3 | 0 | 1 | 2 | 0 | 7 | 1 | 5 | 0 | 1 | 2 | 0 | 1 | 6 | 2 | 0 | 1 | 0 | 6 | 7 | 0 | 1 | 0.917849 |
| 4526 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 7 | 0 | 0 | 1 | 6 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 2 | 6 | 8 | 1 | 1 | 1 | 0 | 5 | 7 | 0 | 0 | 0.917394 |
| 7957 | 3 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 1 | 0 | 7 | 9 | 0 | 1 | 0.917279 |
| 7986 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 1 | 6 | 1 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.916449 |
| 8822 | 6 | 6 | 11 | 0 | 0 | 1 | 2 | 7 | 2 | 1 | 0 | 0 | 2 | 7 | 0 | 3 | 1 | 5 | 1 | 2 | 4 | 2 | 1 | 3 | 6 | 0 | 2 | 0 | 1 | 6 | 2 | 1 | 0.916177 |
| 6540 | 4 | 0 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 1 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 1 | 0.915715 |
| 5170 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 4 | 2 | 0 | 0 | 3 | 3 | 8 | 0 | 1 | 1 | 0 | 4 | 9 | 0 | 1 | 0.915604 |
| 3741 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 4 | 2 | 0 | 0 | 3 | 3 | 8 | 0 | 1 | 1 | 0 | 4 | 9 | 0 | 1 | 0.915604 |
| 6618 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 8 | 9 | 2 | 8 | 1 | 5 | 3 | 1 | 3 | 8 | 1 | 5 | 4 | 8 | 1 | 0 | 5 | 8 | 0 | 1 | 0.915492 |
| 5579 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 6 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 2 | 7 | 0 | 1 | 0 | 5 | 7 | 0 | 1 | 0.915282 |
| 2174 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 6 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 2 | 7 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.915282 |
| 1319 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 1 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 1 | 0 | 5 | 9 | 0 | 1 | 0.914638 |
| 834 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 1 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 1 | 0 | 5 | 9 | 0 | 1 | 0.914638 |
| 2098 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 3 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.914138 |
| 9321 | 0 | 6 | 33 | 1 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 4 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 1 | 0.914077 |
| 1665 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 0 | 0.913704 |
| 8489 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.912148 |
| 1935 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 6 | 7 | 2 | 0 | 0 | 0 | 5 | 9 | 0 | 1 | 0.911975 |
| 8693 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 7 | 2 | 6 | 0 | 0 | 0 | 4 | 0 | 6 | 1 | 2 | 4 | 0 | 2 | 0 | 1 | 7 | 2 | 0 | 1 | 0 | 2 | 5 | 0 | 1 | 0.910946 |
| 9050 | 3 | 6 | 39 | 0 | 1 | 0 | 2 | 5 | 0 | 2 | 3 | 0 | 8 | 9 | 0 | 6 | 0 | 5 | 8 | 4 | 6 | 5 | 1 | 8 | 1 | 4 | 1 | 0 | 2 | 7 | 0 | 1 | 0.910688 |
| 8803 | 3 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 4 | 2 | 0 | 0 | 3 | 3 | 8 | 0 | 1 | 1 | 0 | 4 | 9 | 0 | 1 | 0.909730 |
| 8332 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.908097 |
| 356 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.908097 |
| 2786 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.908097 |
| 8620 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.908097 |
| 3556 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.908097 |
| 2099 | 4 | 6 | 8 | 0 | 1 | 0 | 0 | 7 | 2 | 0 | 3 | 0 | 2 | 2 | 1 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.906925 |
| 3782 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 0 | 4 | 0 | 0 | 3 | 2 | 4 | 4 | 5 | 0 | 1 | 0 | 6 | 9 | 0 | 1 | 0.906322 |
| 3236 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 1 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 1 | 3 | 6 | 2 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.905966 |
| 8930 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 5 | 9 | 0 | 8 | 0 | 1 | 3 | 5 | 9 | 6 | 0 | 7 | 2 | 2 | 0 | 0 | 0 | 9 | 0 | 1 | 0.905708 |
| 5607 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.905649 |
| 815 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.905498 |
| 4619 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.905498 |
| 7512 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 4 | 0 | 0 | 3 | 2 | 4 | 4 | 5 | 0 | 1 | 0 | 6 | 9 | 0 | 1 | 0.905323 |
| 4742 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 4 | 0 | 0 | 3 | 2 | 4 | 4 | 5 | 0 | 1 | 0 | 6 | 9 | 0 | 0 | 0.905323 |
| 1549 | 4 | 5 | 37 | 0 | 0 | 0 | 2 | 5 | 2 | 9 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 3 | 5 | 0 | 2 | 3 | 6 | 2 | 4 | 0 | 1 | 0 | 5 | 5 | 0 | 1 | 0.904858 |
| 9479 | 4 | 7 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 3 | 3 | 0 | 9 | 1 | 7 | 4 | 2 | 3 | 3 | 3 | 5 | 4 | 0 | 1 | 0 | 3 | 9 | 0 | 1 | 0.904827 |
| 4592 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.904050 |
| 1984 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.904050 |
| 1255 | 4 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 7 | 1 | 5 | 6 | 5 | 4 | 4 | 0 | 0 | 9 | 0 | 1 | 0 | 4 | 9 | 0 | 1 | 0.903998 |
| 9437 | 4 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 7 | 1 | 5 | 6 | 5 | 4 | 4 | 0 | 0 | 9 | 0 | 1 | 0 | 4 | 9 | 0 | 1 | 0.903998 |
| 1877 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 1 | 7 | 0 | 7 | 1 | 5 | 0 | 2 | 5 | 1 | 3 | 5 | 2 | 1 | 1 | 0 | 4 | 5 | 0 | 1 | 0.902967 |
| 226 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 3 | 0 | 0 | 3 | 3 | 0 | 9 | 1 | 9 | 0 | 1 | 0 | 2 | 3 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 1 | 0.902953 |
| 482 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 3 | 2 | 0 | 0 | 4 | 2 | 9 | 0 | 2 | 1 | 0 | 4 | 9 | 0 | 0 | 0.902116 |
| 8456 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 1 | 7 | 1 | 3 | 0 | 0 | 4 | 1 | 4 | 7 | 2 | 2 | 1 | 0 | 4 | 8 | 0 | 1 | 0.901998 |
| 1499 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.901405 |
| 6650 | 4 | 6 | 12 | 0 | 0 | 0 | 3 | 7 | 2 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 6 | 0 | 1 | 4 | 4 | 5 | 4 | 3 | 4 | 1 | 0 | 3 | 7 | 0 | 1 | 0.901179 |
| 8539 | 4 | 6 | 6 | 0 | 0 | 0 | 3 | 8 | 2 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 5 | 0 | 0 | 6 | 0 | 6 | 4 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.900145 |
| 179 | 6 | 6 | 41 | 1 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 1 | 5 | 6 | 0 | 5 | 0 | 7 | 2 | 1 | 4 | 4 | 1 | 5 | 3 | 3 | 1 | 0 | 4 | 8 | 0 | 1 | 0.898417 |
| 661 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 7 | 0 | 1 | 0.898237 |
| 8914 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 7 | 0 | 1 | 0.898237 |
| 6766 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.897572 |
| 8570 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.897572 |
| 4994 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 3 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 1 | 0.896503 |
| 715 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 1 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.896361 |
| 5910 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 1 | 5 | 1 | 1 | 4 | 2 | 4 | 7 | 2 | 2 | 2 | 0 | 4 | 8 | 0 | 1 | 0.895716 |
| 2856 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0.895466 |
| 1081 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0.895466 |
| 7940 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0.895466 |
| 6769 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0.895466 |
| 4712 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.895466 |
| 6528 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.895466 |
| 1891 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 1 | 0.895321 |
| 7155 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 1 | 0.895321 |
| 9548 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 4 | 0 | 1 | 2 | 2 | 2 | 5 | 4 | 2 | 1 | 0 | 3 | 9 | 0 | 1 | 0.894203 |
| 426 | 4 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 3 | 0 | 0 | 3 | 8 | 2 | 8 | 1 | 6 | 4 | 3 | 3 | 5 | 3 | 5 | 4 | 3 | 1 | 0 | 4 | 6 | 0 | 1 | 0.894159 |
| 2289 | 5 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | 1 | 6 | 1 | 0 | 0 | 0 | 1 | 1 | 8 | 1 | 1 | 0 | 5 | 9 | 0 | 0 | 0.893538 |
| 7189 | 5 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 7 | 0 | 0 | 1 | 4 | 0 | 5 | 0 | 0 | 1 | 1 | 6 | 1 | 4 | 4 | 5 | 1 | 1 | 0 | 2 | 7 | 0 | 1 | 0.893478 |
| 2937 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 1 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 1 | 0.893104 |
| 7511 | 3 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 1 | 0 | 7 | 9 | 0 | 0 | 0.892740 |
| 8337 | 4 | 6 | 8 | 0 | 1 | 0 | 0 | 7 | 2 | 4 | 2 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 1 | 0.892595 |
| 865 | 3 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 7 | 1 | 5 | 6 | 5 | 4 | 4 | 0 | 0 | 9 | 0 | 1 | 0 | 4 | 9 | 0 | 0 | 0.892472 |
| 6508 | 4 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 0 | 0 | 4 | 4 | 5 | 8 | 0 | 4 | 1 | 0 | 4 | 9 | 0 | 1 | 0.891900 |
| 4105 | 4 | 6 | 39 | 0 | 0 | 0 | 7 | 5 | 2 | 0 | 0 | 0 | 9 | 7 | 4 | 7 | 1 | 5 | 7 | 3 | 2 | 6 | 0 | 2 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 1 | 0.890469 |
| 2607 | 4 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 2 | 0 | 0 | 0 | 5 | 5 | 4 | 7 | 1 | 7 | 0 | 0 | 0 | 6 | 0 | 5 | 4 | 6 | 1 | 0 | 9 | 9 | 0 | 1 | 0.890375 |
| 4761 | 4 | 6 | 6 | 0 | 0 | 0 | 2 | 8 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 1 | 7 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 1 | 0.890373 |
| 6417 | 4 | 6 | 6 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 5 | 1 | 4 | 0 | 2 | 3 | 2 | 1 | 4 | 5 | 0 | 1 | 0 | 4 | 9 | 0 | 1 | 0.890247 |
| 2683 | 4 | 6 | 6 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 5 | 1 | 4 | 0 | 2 | 3 | 2 | 1 | 4 | 5 | 0 | 1 | 0 | 4 | 9 | 0 | 1 | 0.890247 |
| 57 | 4 | 0 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 6 | 0 | 1 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 1 | 4 | 7 | 0 | 1 | 0.890077 |
| 3028 | 4 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 3 | 0 | 0 | 0 | 5 | 0 | 5 | 1 | 4 | 0 | 2 | 4 | 2 | 5 | 0 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 1 | 0.889338 |
| 5092 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 1 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 3 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.888789 |
| 3753 | 0 | 6 | 20 | 0 | 1 | 0 | 1 | 2 | 0 | 2 | 3 | 0 | 5 | 7 | 0 | 7 | 0 | 7 | 6 | 3 | 4 | 6 | 1 | 6 | 3 | 4 | 0 | 0 | 4 | 9 | 0 | 1 | 0.887856 |
| 4169 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 2 | 2 | 0 | 6 | 1 | 2 | 0 | 0 | 0 | 2 | 0 | 5 | 4 | 0 | 1 | 0 | 9 | 9 | 0 | 1 | 0.887835 |
| 2934 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 0 | 0 | 7 | 9 | 0 | 1 | 0.886942 |
| 3730 | 4 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 9 | 1 | 9 | 0 | 0 | 3 | 0 | 2 | 2 | 7 | 0 | 1 | 0 | 3 | 9 | 0 | 1 | 0.886760 |
| 2953 | 4 | 5 | 2 | 2 | 0 | 0 | 3 | 6 | 2 | 4 | 0 | 4 | 1 | 5 | 0 | 5 | 1 | 5 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 1 | 1 | 0 | 4 | 5 | 0 | 1 | 0.886618 |
| 6118 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 5 | 1 | 6 | 4 | 3 | 3 | 2 | 3 | 8 | 0 | 0 | 1 | 0 | 4 | 6 | 0 | 1 | 0.886539 |
| 8905 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 1 | 0 | 0 | 1 | 5 | 0 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 8 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.886274 |
| 4053 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 1 | 2 | 0 | 0 | 1 | 3 | 3 | 8 | 1 | 6 | 0 | 1 | 3 | 2 | 2 | 8 | 1 | 2 | 1 | 0 | 5 | 9 | 0 | 1 | 0.886143 |
| 4061 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.885652 |
| 1657 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.885652 |
| 9308 | 4 | 6 | 41 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 1 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 1 | 0.885312 |
| 6869 | 4 | 6 | 41 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 1 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 0 | 0.885312 |
| 1839 | 4 | 6 | 41 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 4 | 1 | 7 | 4 | 0 | 5 | 2 | 4 | 6 | 3 | 2 | 1 | 0 | 2 | 9 | 0 | 1 | 0.885190 |
| 1078 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 2 | 0 | 0 | 2 | 5 | 2 | 6 | 1 | 7 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.885086 |
| 4423 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 2 | 0 | 0 | 2 | 5 | 2 | 6 | 1 | 7 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 1 | 0.885086 |
| 7524 | 4 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 7 | 0 | 0 | 2 | 6 | 1 | 8 | 1 | 7 | 2 | 1 | 6 | 2 | 4 | 5 | 3 | 2 | 1 | 0 | 2 | 7 | 0 | 1 | 0.884641 |
| 336 | 4 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 2 | 7 | 0 | 0 | 3 | 7 | 0 | 9 | 1 | 2 | 4 | 2 | 7 | 3 | 3 | 7 | 0 | 0 | 2 | 0 | 0 | 6 | 0 | 1 | 0.883947 |
| 5014 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 1 | 0 | 0 | 1 | 2 | 0 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 8 | 1 | 1 | 1 | 0 | 7 | 8 | 0 | 1 | 0.883880 |
| 1141 | 0 | 6 | 37 | 1 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 3 | 5 | 7 | 0 | 4 | 0 | 4 | 3 | 2 | 3 | 3 | 1 | 2 | 6 | 3 | 0 | 0 | 1 | 6 | 0 | 1 | 0.883608 |
| 6739 | 4 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 2 | 4 | 0 | 0 | 2 | 6 | 1 | 7 | 1 | 2 | 0 | 0 | 5 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.883411 |
| 9718 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 2 | 0 | 0 | 0 | 0 | 6 | 7 | 2 | 0 | 0 | 0 | 5 | 9 | 0 | 1 | 0.883063 |
| 6596 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 6 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 3 | 0 | 2 | 3 | 1 | 2 | 5 | 2 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.882813 |
| 5222 | 4 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 2 | 7 | 0 | 0 | 1 | 7 | 1 | 8 | 1 | 2 | 6 | 1 | 5 | 1 | 5 | 3 | 6 | 1 | 1 | 0 | 3 | 8 | 0 | 1 | 0.882676 |
| 5823 | 4 | 6 | 6 | 0 | 0 | 0 | 1 | 8 | 2 | 4 | 0 | 0 | 0 | 7 | 2 | 9 | 1 | 5 | 3 | 0 | 1 | 2 | 3 | 5 | 4 | 0 | 1 | 0 | 5 | 5 | 0 | 1 | 0.882600 |
| 2585 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 1 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 5 | 0 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 0 | 5 | 6 | 0 | 1 | 0.881933 |
| 4036 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.881914 |
| 9169 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.881914 |
| 5224 | 4 | 6 | 38 | 0 | 1 | 0 | 2 | 4 | 2 | 2 | 2 | 0 | 4 | 5 | 0 | 6 | 1 | 7 | 2 | 1 | 4 | 3 | 1 | 6 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 1 | 0.881224 |
| 7853 | 3 | 6 | 10 | 0 | 0 | 0 | 6 | 8 | 1 | 4 | 0 | 0 | 5 | 6 | 0 | 7 | 1 | 2 | 9 | 3 | 0 | 3 | 0 | 5 | 0 | 1 | 1 | 0 | 3 | 7 | 0 | 1 | 0.880865 |
| 4807 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 927 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 2153 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 8165 | 4 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 0 | 0 | 0 | 0 | 9 | 9 | 0 | 5 | 0 | 7 | 5 | 6 | 2 | 3 | 0 | 4 | 2 | 0 | 1 | 0 | 4 | 4 | 0 | 1 | 0.879853 |
| 2894 | 2 | 6 | 22 | 0 | 0 | 0 | 3 | 2 | 2 | 0 | 0 | 0 | 4 | 7 | 1 | 7 | 1 | 6 | 5 | 0 | 4 | 6 | 0 | 2 | 3 | 9 | 1 | 0 | 0 | 7 | 0 | 1 | 0.879166 |
| 5558 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 6 | 5 | 4 | 9 | 3 | 0 | 4 | 5 | 0 | 1 | 0 | 0 | 9 | 0 | 1 | 0.878701 |
| 2276 | 4 | 0 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 1 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 1 | 0 | 5 | 9 | 0 | 1 | 0.878653 |
| 684 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 2 | 0 | 0 | 2 | 4 | 0 | 6 | 1 | 6 | 2 | 1 | 2 | 2 | 2 | 6 | 2 | 1 | 1 | 0 | 6 | 7 | 0 | 1 | 0.878541 |
| 8751 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 2 | 0 | 0 | 2 | 4 | 0 | 6 | 1 | 6 | 2 | 1 | 2 | 2 | 2 | 6 | 2 | 1 | 1 | 0 | 6 | 7 | 0 | 1 | 0.878541 |
| 3465 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 2 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.878442 |
| 5168 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 2 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.878442 |
| 502 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 2 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.878442 |
| 7173 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 156 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 2437 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 1 | 0.878202 |
| 8362 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 1 | 0.878202 |
| 5244 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 2506 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877877 |
| 4698 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 1 | 0.877877 |
| 3656 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877877 |
| 234 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 1 | 0.877650 |
| 3269 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 1 | 0.877650 |
| 457 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877650 |
| 7104 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877650 |
| 7126 | 4 | 6 | 1 | 0 | 0 | 0 | 4 | 8 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 4 | 6 | 4 | 4 | 4 | 0 | 3 | 6 | 2 | 1 | 0 | 0 | 7 | 0 | 1 | 0.877584 |
| 1269 | 4 | 6 | 3 | 0 | 0 | 0 | 4 | 6 | 2 | 3 | 0 | 0 | 4 | 4 | 0 | 4 | 1 | 7 | 3 | 0 | 3 | 2 | 1 | 2 | 5 | 2 | 1 | 0 | 0 | 5 | 0 | 1 | 0.877561 |
| 496 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 1 | 7 | 1 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.877033 |
| 8022 | 3 | 6 | 41 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 1 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 1 | 0.876805 |
| 3525 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 7752 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 3943 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 444 | 4 | 6 | 33 | 0 | 1 | 0 | 3 | 3 | 2 | 2 | 3 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 7 | 0 | 1 | 0.875849 |
| 6031 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 3 | 0 | 0 | 0 | 3 | 0 | 7 | 1 | 7 | 0 | 0 | 0 | 0 | 3 | 2 | 7 | 0 | 1 | 0 | 9 | 9 | 0 | 1 | 0.875698 |
| 8898 | 5 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | 0 | 6 | 1 | 0 | 0 | 0 | 1 | 1 | 8 | 1 | 1 | 0 | 5 | 9 | 0 | 1 | 0.875132 |
| 9146 | 3 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 0 | 0 | 0 | 4 | 7 | 0 | 3 | 1 | 7 | 2 | 2 | 4 | 5 | 0 | 4 | 2 | 3 | 1 | 0 | 2 | 6 | 0 | 1 | 0.874959 |
| 6394 | 3 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 0 | 0 | 0 | 4 | 7 | 0 | 3 | 1 | 7 | 2 | 2 | 4 | 5 | 0 | 4 | 2 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.874959 |
| 9297 | 4 | 5 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 7 | 0 | 0 | 2 | 6 | 2 | 8 | 1 | 7 | 2 | 1 | 6 | 2 | 4 | 5 | 3 | 2 | 1 | 0 | 2 | 7 | 0 | 1 | 0.874752 |
| 7036 | 3 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 9 | 0 | 9 | 0 | 4 | 0 | 2 | 0 | 5 | 4 | 0 | 1 | 0 | 7 | 9 | 0 | 1 | 0.874384 |
| 8671 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 7 | 0 | 8 | 1 | 2 | 6 | 7 | 1 | 2 | 7 | 6 | 0 | 0 | 3 | 7 | 0 | 1 | 0.874068 |
| 6269 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 7 | 0 | 8 | 1 | 2 | 6 | 7 | 1 | 2 | 7 | 6 | 0 | 0 | 3 | 7 | 0 | 1 | 0.874068 |
| 811 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 5 | 0 | 0 | 0 | 1 | 2 | 3 | 6 | 2 | 1 | 0 | 8 | 9 | 0 | 1 | 0.873504 |
| 8264 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 1 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 1 | 0 | 5 | 9 | 0 | 1 | 0.873488 |
| 560 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 1 | 6 | 0 | 9 | 1 | 3 | 5 | 3 | 1 | 4 | 2 | 4 | 5 | 1 | 2 | 0 | 4 | 7 | 0 | 1 | 0.873086 |
| 281 | 3 | 6 | 8 | 0 | 0 | 0 | 4 | 7 | 0 | 4 | 0 | 0 | 5 | 5 | 0 | 7 | 0 | 7 | 9 | 5 | 4 | 4 | 0 | 3 | 5 | 1 | 1 | 0 | 2 | 9 | 0 | 1 | 0.872957 |
| 1403 | 0 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 1 | 7 | 0 | 7 | 0 | 5 | 0 | 2 | 5 | 1 | 3 | 5 | 2 | 1 | 0 | 0 | 4 | 5 | 0 | 1 | 0.872017 |
| 4417 | 5 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 0 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 6 | 0 | 4 | 4 | 9 | 0 | 4 | 5 | 5 | 1 | 0 | 3 | 5 | 0 | 1 | 0.871730 |
| 8021 | 2 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 4 | 0 | 0 | 2 | 5 | 3 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 2 | 6 | 3 | 2 | 1 | 0 | 5 | 7 | 0 | 1 | 0.871036 |
| 7718 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 2 | 1 | 7 | 1 | 4 | 0 | 1 | 2 | 2 | 2 | 5 | 4 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.870969 |
| 6113 | 4 | 6 | 33 | 1 | 0 | 0 | 5 | 3 | 2 | 2 | 0 | 5 | 9 | 9 | 0 | 7 | 1 | 2 | 9 | 4 | 4 | 7 | 0 | 3 | 6 | 4 | 1 | 0 | 0 | 9 | 0 | 0 | 0.870673 |
| 182 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 4 | 0 | 0 | 5 | 5 | 0 | 7 | 1 | 5 | 3 | 0 | 7 | 5 | 0 | 6 | 3 | 5 | 1 | 0 | 0 | 9 | 0 | 0 | 0.870463 |
| 7869 | 0 | 0 | 8 | 1 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 1 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.870443 |
| 1933 | 3 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 1 | 0 | 0 | 1 | 2 | 0 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 8 | 1 | 1 | 1 | 0 | 7 | 8 | 0 | 0 | 0.870285 |
| 6135 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 0 | 0 | 0 | 2 | 1 | 9 | 1 | 4 | 6 | 0 | 2 | 0 | 0 | 2 | 5 | 0 | 1 | 0 | 5 | 7 | 0 | 1 | 0.870140 |
| 2612 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 7205 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 1387 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 1 | 0.869930 |
| 4872 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 3940 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 246 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 5 | 0 | 1 | 1 | 1 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 6 | 0 | 1 | 0.869580 |
| 5172 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 5 | 0 | 1 | 1 | 1 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.869580 |
| 6204 | 4 | 0 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 3 | 0 | 0 | 3 | 3 | 4 | 9 | 1 | 5 | 6 | 1 | 3 | 3 | 3 | 9 | 0 | 1 | 1 | 0 | 6 | 9 | 0 | 1 | 0.869472 |
| 5720 | 3 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 1 | 5 | 8 | 2 | 3 | 2 | 3 | 6 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.869326 |
| 127 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 0 | 3 | 0 | 5 | 1 | 4 | 0 | 1 | 3 | 0 | 2 | 3 | 4 | 0 | 1 | 0 | 6 | 6 | 0 | 1 | 0.869154 |
| 4913 | 0 | 6 | 8 | 1 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 3 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0.868458 |
| 3048 | 4 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 2 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 5 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.868127 |
| 5619 | 3 | 6 | 36 | 1 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 2 | 6 | 6 | 0 | 5 | 1 | 6 | 5 | 4 | 5 | 6 | 1 | 4 | 4 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.868115 |
| 5032 | 3 | 6 | 6 | 0 | 0 | 0 | 1 | 8 | 1 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 5 | 0 | 0 | 2 | 0 | 2 | 5 | 3 | 0 | 1 | 0 | 3 | 9 | 0 | 1 | 0.868085 |
| 9425 | 3 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 1 | 0.867786 |
| 996 | 3 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.867786 |
| 7206 | 3 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.867786 |
| 3517 | 3 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 5 | 0 | 0 | 0 | 1 | 2 | 3 | 6 | 2 | 1 | 0 | 8 | 9 | 0 | 1 | 0.867554 |
| 9658 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 7 | 1 | 5 | 3 | 2 | 0 | 4 | 2 | 6 | 3 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.867241 |
| 3887 | 3 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.866569 |
| 6991 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 0 | 4 | 7 | 1 | 7 | 1 | 7 | 0 | 0 | 2 | 5 | 2 | 4 | 2 | 4 | 1 | 0 | 4 | 6 | 0 | 1 | 0.865769 |
| 2593 | 4 | 6 | 34 | 1 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 3 | 7 | 9 | 0 | 5 | 1 | 7 | 2 | 2 | 5 | 5 | 0 | 5 | 4 | 4 | 1 | 0 | 4 | 7 | 0 | 0 | 0.864745 |
| 3031 | 4 | 6 | 7 | 0 | 0 | 0 | 1 | 6 | 2 | 4 | 0 | 0 | 1 | 4 | 0 | 7 | 1 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.864100 |
| 5442 | 4 | 6 | 34 | 0 | 0 | 0 | 0 | 6 | 2 | 4 | 0 | 0 | 4 | 7 | 1 | 5 | 1 | 8 | 0 | 2 | 7 | 4 | 2 | 8 | 1 | 1 | 1 | 0 | 2 | 9 | 0 | 1 | 0.863661 |
| 8494 | 6 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 1 | 0 | 0 | 0 | 4 | 7 | 0 | 3 | 1 | 7 | 2 | 2 | 4 | 5 | 0 | 4 | 2 | 3 | 1 | 0 | 2 | 6 | 0 | 1 | 0.863620 |
| 8686 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 0 | 4 | 7 | 2 | 7 | 1 | 7 | 0 | 0 | 2 | 5 | 2 | 4 | 2 | 4 | 1 | 0 | 4 | 6 | 0 | 0 | 0.863397 |
| 6608 | 4 | 6 | 6 | 0 | 0 | 0 | 2 | 8 | 2 | 4 | 0 | 0 | 3 | 6 | 2 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.862409 |
| 8039 | 2 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 | 0 | 0 | 3 | 2 | 7 | 1 | 5 | 6 | 5 | 4 | 4 | 0 | 0 | 9 | 0 | 1 | 0 | 4 | 9 | 0 | 1 | 0.861990 |
| 4037 | 4 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 2 | 2 | 0 | 0 | 3 | 6 | 2 | 6 | 1 | 6 | 6 | 2 | 5 | 1 | 3 | 8 | 0 | 4 | 1 | 0 | 4 | 9 | 0 | 1 | 0.860120 |
| 4896 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 3 | 0 | 0 | 5 | 6 | 2 | 6 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 1 | 0.859913 |
| 5767 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 7 | 1 | 6 | 3 | 4 | 4 | 4 | 3 | 4 | 4 | 2 | 1 | 0 | 5 | 6 | 0 | 1 | 0.859753 |
| 1725 | 4 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 2 | 0 | 0 | 0 | 5 | 0 | 5 | 1 | 5 | 0 | 1 | 2 | 5 | 4 | 5 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.858838 |
| 1328 | 4 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 2 | 0 | 0 | 0 | 5 | 0 | 5 | 1 | 5 | 0 | 1 | 2 | 5 | 4 | 5 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 1 | 0.858838 |
| 8890 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 0 | 3 | 3 | 0 | 9 | 0 | 7 | 4 | 2 | 3 | 3 | 3 | 5 | 4 | 0 | 1 | 0 | 3 | 9 | 0 | 1 | 0.858693 |
| 4371 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 3 | 5 | 0 | 6 | 1 | 5 | 0 | 0 | 1 | 3 | 1 | 3 | 2 | 0 | 1 | 0 | 4 | 9 | 0 | 0 | 0.858442 |
| 5216 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 3 | 1 | 5 | 0 | 2 | 1 | 1 | 2 | 8 | 1 | 1 | 1 | 0 | 4 | 9 | 0 | 1 | 0.856997 |
| 6917 | 3 | 6 | 36 | 0 | 0 | 0 | 4 | 3 | 1 | 0 | 0 | 0 | 9 | 9 | 0 | 5 | 1 | 4 | 9 | 4 | 4 | 7 | 0 | 2 | 7 | 5 | 1 | 0 | 2 | 9 | 0 | 0 | 0.856713 |
| 1102 | 3 | 6 | 36 | 0 | 0 | 0 | 4 | 3 | 2 | 0 | 0 | 0 | 9 | 9 | 0 | 5 | 1 | 4 | 9 | 4 | 4 | 7 | 0 | 2 | 7 | 5 | 1 | 0 | 2 | 9 | 0 | 1 | 0.856636 |
| 7673 | 4 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 7 | 0 | 0 | 1 | 6 | 1 | 9 | 1 | 3 | 1 | 1 | 2 | 2 | 6 | 8 | 1 | 1 | 1 | 0 | 5 | 7 | 0 | 1 | 0.856067 |
| 203 | 3 | 6 | 38 | 0 | 0 | 0 | 3 | 5 | 0 | 2 | 0 | 0 | 2 | 6 | 0 | 6 | 0 | 0 | 6 | 3 | 2 | 2 | 1 | 8 | 1 | 2 | 1 | 0 | 4 | 4 | 0 | 1 | 0.855850 |
| 9485 | 5 | 6 | 41 | 0 | 0 | 0 | 3 | 5 | 2 | 3 | 0 | 0 | 3 | 4 | 0 | 6 | 1 | 6 | 0 | 2 | 3 | 3 | 1 | 6 | 2 | 2 | 1 | 0 | 4 | 6 | 0 | 1 | 0.855416 |
| 6396 | 4 | 6 | 39 | 0 | 0 | 0 | 7 | 5 | 2 | 0 | 0 | 0 | 9 | 7 | 2 | 7 | 1 | 5 | 7 | 3 | 2 | 6 | 0 | 2 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 1 | 0.854833 |
| 439 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 0 | 0 | 7 | 9 | 0 | 1 | 0.854828 |
| 784 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 1932 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 7090 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 2222 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 6 | 0 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 1 | 0.852546 |
| 4587 | 4 | 6 | 7 | 0 | 0 | 0 | 1 | 6 | 0 | 4 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.852517 |
| 194 | 0 | 6 | 36 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 9 | 9 | 0 | 7 | 0 | 7 | 9 | 0 | 4 | 9 | 0 | 5 | 4 | 7 | 0 | 0 | 2 | 7 | 0 | 1 | 0.851472 |
| 4978 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 1 | 0.851360 |
| 920 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 4073 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 7215 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 1662 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 1 | 0.851360 |
| 9188 | 6 | 0 | 41 | 0 | 0 | 0 | 0 | 4 | 3 | 2 | 0 | 0 | 7 | 6 | 0 | 6 | 1 | 5 | 2 | 3 | 0 | 2 | 2 | 6 | 3 | 0 | 2 | 0 | 9 | 6 | 0 | 1 | 0.850536 |
| 3597 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 1 | 4 | 2 | 1 | 3 | 3 | 2 | 6 | 3 | 2 | 1 | 0 | 5 | 7 | 0 | 1 | 0.850402 |
| 3790 | 3 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 0 | 0 | 0 | 7 | 0 | 4 | 0 | 0 | 2 | 0 | 0 | 9 | 0 | 0 | 1 | 0 | 7 | 9 | 0 | 1 | 0.850233 |
| 6907 | 3 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 1 | 1 | 0 | 0 | 7 | 8 | 0 | 6 | 1 | 7 | 6 | 6 | 6 | 5 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 0 | 1 | 0.849757 |
| 5797 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 4 | 0 | 0 | 3 | 4 | 0 | 8 | 0 | 6 | 3 | 3 | 1 | 3 | 0 | 6 | 3 | 3 | 1 | 0 | 5 | 7 | 0 | 1 | 0.849704 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 8248 | 3 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 7 | 0 | 0 | 3 | 7 | 0 | 9 | 0 | 2 | 4 | 2 | 7 | 3 | 3 | 7 | 0 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.154766 |
| 3280 | 3 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 7 | 0 | 0 | 3 | 7 | 0 | 9 | 0 | 2 | 4 | 2 | 7 | 3 | 3 | 7 | 0 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.154766 |
| 68 | 0 | 0 | 36 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 2 | 3 | 0 | 6 | 0 | 3 | 2 | 2 | 7 | 2 | 1 | 3 | 4 | 0 | 0 | 0 | 2 | 6 | 0 | 0 | 0.154724 |
| 6801 | 0 | 5 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 4 | 4 | 0 | 8 | 0 | 5 | 8 | 3 | 5 | 4 | 1 | 3 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.154715 |
| 1979 | 0 | 5 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 4 | 4 | 0 | 8 | 0 | 5 | 8 | 3 | 5 | 4 | 1 | 3 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.154715 |
| 7337 | 0 | 0 | 10 | 0 | 0 | 0 | 2 | 8 | 0 | 5 | 0 | 0 | 5 | 4 | 0 | 8 | 0 | 3 | 1 | 1 | 4 | 7 | 1 | 4 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.154664 |
| 6278 | 4 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 1 | 3 | 0 | 0 | 1 | 4 | 0 | 9 | 1 | 2 | 0 | 1 | 2 | 1 | 1 | 8 | 1 | 1 | 1 | 0 | 4 | 9 | 0 | 0 | 0.154477 |
| 1025 | 0 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 5 | 7 | 3 | 5 | 4 | 3 | 7 | 1 | 3 | 0 | 0 | 2 | 5 | 0 | 0 | 0.154461 |
| 1397 | 4 | 0 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 6 | 8 | 0 | 6 | 1 | 4 | 5 | 2 | 4 | 4 | 2 | 4 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.154436 |
| 2870 | 2 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 5 | 6 | 2 | 4 | 4 | 1 | 4 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.154401 |
| 3922 | 1 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 5 | 6 | 2 | 4 | 4 | 1 | 4 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.154401 |
| 3238 | 3 | 0 | 35 | 0 | 0 | 0 | 3 | 5 | 0 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 0 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 7 | 0 | 0 | 0.154380 |
| 9231 | 3 | 0 | 32 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 6 | 0 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.154207 |
| 8768 | 3 | 0 | 32 | 0 | 0 | 0 | 1 | 1 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 6 | 0 | 4 | 4 | 3 | 4 | 4 | 2 | 4 | 3 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.154207 |
| 8720 | 2 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 5 | 8 | 0 | 7 | 1 | 5 | 3 | 2 | 5 | 2 | 1 | 5 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.154153 |
| 9117 | 0 | 0 | 11 | 0 | 0 | 0 | 1 | 6 | 0 | 8 | 0 | 0 | 1 | 3 | 0 | 7 | 0 | 3 | 8 | 0 | 2 | 1 | 6 | 4 | 4 | 1 | 0 | 0 | 4 | 6 | 0 | 0 | 0.154091 |
| 5561 | 3 | 0 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 4 | 9 | 0 | 5 | 0 | 9 | 1 | 1 | 4 | 8 | 0 | 4 | 5 | 8 | 1 | 0 | 0 | 9 | 0 | 0 | 0.154018 |
| 4419 | 3 | 0 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 4 | 9 | 0 | 5 | 0 | 9 | 1 | 1 | 4 | 8 | 0 | 4 | 5 | 8 | 1 | 0 | 0 | 9 | 0 | 0 | 0.154018 |
| 158 | 0 | 5 | 32 | 0 | 0 | 0 | 8 | 1 | 0 | 4 | 0 | 0 | 7 | 9 | 0 | 7 | 0 | 4 | 9 | 5 | 1 | 3 | 1 | 2 | 4 | 0 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153997 |
| 9399 | 0 | 5 | 32 | 0 | 0 | 0 | 8 | 1 | 0 | 4 | 0 | 0 | 7 | 9 | 0 | 7 | 0 | 4 | 9 | 5 | 1 | 3 | 1 | 2 | 4 | 0 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153997 |
| 3750 | 0 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153961 |
| 6995 | 0 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153961 |
| 3566 | 0 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153961 |
| 3000 | 0 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153961 |
| 7815 | 0 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.153961 |
| 4667 | 4 | 6 | 31 | 0 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 8 | 4 | 0 | 9 | 0 | 3 | 4 | 5 | 4 | 4 | 1 | 4 | 5 | 1 | 1 | 0 | 4 | 9 | 0 | 0 | 0.153887 |
| 4386 | 3 | 0 | 9 | 0 | 0 | 0 | 3 | 5 | 0 | 4 | 0 | 0 | 4 | 7 | 0 | 6 | 0 | 3 | 9 | 3 | 3 | 4 | 3 | 6 | 3 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.153828 |
| 8080 | 3 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 8 | 9 | 0 | 5 | 0 | 2 | 5 | 1 | 2 | 8 | 1 | 5 | 3 | 7 | 1 | 0 | 5 | 5 | 0 | 0 | 0.153776 |
| 8834 | 4 | 6 | 10 | 0 | 1 | 0 | 0 | 8 | 2 | 2 | 2 | 0 | 0 | 4 | 1 | 9 | 1 | 5 | 0 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 1 | 0 | 9 | 9 | 0 | 0 | 0.153546 |
| 6185 | 6 | 0 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 0 | 0 | 0 | 6 | 9 | 0 | 7 | 0 | 6 | 1 | 2 | 4 | 7 | 0 | 7 | 2 | 7 | 1 | 0 | 4 | 9 | 0 | 0 | 0.153376 |
| 693 | 3 | 0 | 39 | 0 | 0 | 0 | 6 | 5 | 2 | 2 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 5 | 7 | 1 | 2 | 3 | 1 | 1 | 4 | 3 | 1 | 0 | 2 | 4 | 0 | 0 | 0.153342 |
| 7545 | 4 | 5 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 2 | 0 | 0 | 6 | 7 | 0 | 5 | 1 | 5 | 5 | 3 | 4 | 5 | 1 | 5 | 2 | 3 | 1 | 0 | 1 | 7 | 0 | 0 | 0.153241 |
| 6933 | 4 | 5 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 2 | 0 | 0 | 6 | 7 | 0 | 5 | 1 | 5 | 5 | 3 | 4 | 5 | 1 | 5 | 2 | 3 | 1 | 0 | 1 | 7 | 0 | 0 | 0.153241 |
| 8514 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 7 | 0 | 0 | 4 | 6 | 1 | 7 | 0 | 5 | 3 | 0 | 4 | 4 | 3 | 3 | 6 | 0 | 0 | 0 | 4 | 9 | 0 | 0 | 0.153028 |
| 465 | 3 | 0 | 36 | 0 | 0 | 0 | 0 | 3 | 1 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 7 | 4 | 0 | 3 | 5 | 2 | 4 | 3 | 4 | 1 | 0 | 4 | 6 | 0 | 0 | 0.152934 |
| 60 | 0 | 6 | 30 | 0 | 0 | 0 | 5 | 2 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 5 | 9 | 1 | 3 | 4 | 2 | 1 | 4 | 2 | 0 | 0 | 2 | 4 | 0 | 0 | 0.152526 |
| 5329 | 0 | 0 | 36 | 0 | 0 | 0 | 4 | 3 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 5 | 0 | 6 | 9 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 0 | 0 | 3 | 1 | 0 | 0 | 0.152396 |
| 88 | 0 | 0 | 36 | 0 | 0 | 0 | 4 | 3 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 5 | 0 | 6 | 9 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 0 | 0 | 3 | 1 | 0 | 0 | 0.152396 |
| 3507 | 0 | 0 | 39 | 0 | 0 | 0 | 2 | 5 | 1 | 2 | 0 | 0 | 8 | 9 | 0 | 6 | 1 | 5 | 8 | 4 | 6 | 5 | 1 | 8 | 1 | 4 | 0 | 0 | 2 | 7 | 0 | 0 | 0.152370 |
| 879 | 0 | 6 | 39 | 0 | 0 | 0 | 1 | 5 | 0 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 0 | 2 | 5 | 5 | 4 | 5 | 4 | 2 | 7 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0.152300 |
| 7177 | 0 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 4 | 3 | 0 | 7 | 0 | 4 | 3 | 6 | 0 | 4 | 0 | 9 | 0 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0.152254 |
| 7943 | 3 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 1 | 2 | 0 | 0 | 6 | 6 | 0 | 4 | 1 | 7 | 0 | 2 | 5 | 5 | 1 | 4 | 5 | 5 | 1 | 0 | 3 | 7 | 0 | 0 | 0.152250 |
| 4075 | 4 | 0 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 2 | 0 | 0 | 3 | 7 | 0 | 4 | 1 | 4 | 3 | 5 | 3 | 3 | 1 | 3 | 5 | 1 | 1 | 0 | 1 | 6 | 0 | 0 | 0.152226 |
| 4047 | 4 | 0 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 2 | 0 | 0 | 3 | 7 | 0 | 4 | 1 | 4 | 3 | 5 | 3 | 3 | 1 | 3 | 5 | 1 | 1 | 0 | 1 | 6 | 0 | 0 | 0.152226 |
| 2754 | 0 | 0 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 5 | 0 | 0 | 2 | 6 | 0 | 6 | 0 | 5 | 8 | 1 | 1 | 2 | 3 | 2 | 6 | 1 | 0 | 0 | 1 | 7 | 0 | 0 | 0.152157 |
| 7812 | 3 | 6 | 29 | 0 | 0 | 0 | 6 | 3 | 2 | 1 | 0 | 0 | 8 | 7 | 2 | 5 | 1 | 3 | 8 | 4 | 3 | 5 | 1 | 3 | 4 | 4 | 1 | 0 | 1 | 5 | 0 | 0 | 0.152097 |
| 1007 | 4 | 5 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 6 | 8 | 0 | 6 | 1 | 4 | 5 | 2 | 4 | 4 | 2 | 4 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.152020 |
| 9411 | 3 | 6 | 23 | 0 | 0 | 0 | 3 | 3 | 2 | 7 | 0 | 0 | 2 | 7 | 0 | 6 | 1 | 5 | 8 | 1 | 6 | 4 | 4 | 2 | 4 | 2 | 1 | 0 | 1 | 2 | 0 | 0 | 0.151905 |
| 7950 | 4 | 7 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 0 | 0 | 0 | 2 | 0 | 0 | 9 | 1 | 4 | 9 | 3 | 0 | 2 | 3 | 0 | 7 | 0 | 1 | 0 | 9 | 7 | 0 | 0 | 0.151826 |
| 824 | 3 | 6 | 31 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 9 | 9 | 3 | 7 | 0 | 2 | 9 | 4 | 4 | 7 | 0 | 3 | 6 | 4 | 1 | 0 | 0 | 9 | 0 | 0 | 0.151784 |
| 5669 | 0 | 5 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 4 | 2 | 1 | 2 | 4 | 1 | 4 | 5 | 2 | 0 | 0 | 3 | 9 | 0 | 0 | 0.151769 |
| 8266 | 0 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 3 | 5 | 2 | 4 | 5 | 0 | 6 | 2 | 4 | 0 | 0 | 2 | 6 | 0 | 0 | 0.151677 |
| 7569 | 4 | 0 | 37 | 0 | 0 | 0 | 4 | 4 | 2 | 4 | 0 | 0 | 3 | 7 | 0 | 5 | 1 | 5 | 3 | 3 | 3 | 2 | 2 | 4 | 2 | 2 | 1 | 0 | 3 | 4 | 0 | 0 | 0.151655 |
| 5786 | 4 | 0 | 41 | 0 | 0 | 0 | 3 | 5 | 2 | 6 | 0 | 0 | 3 | 7 | 0 | 9 | 1 | 9 | 4 | 2 | 2 | 2 | 2 | 2 | 5 | 2 | 1 | 0 | 4 | 9 | 0 | 0 | 0.151553 |
| 9464 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 0 | 7 | 4 | 0 | 3 | 5 | 2 | 4 | 3 | 4 | 0 | 0 | 4 | 6 | 0 | 0 | 0.151526 |
| 6147 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 0 | 7 | 4 | 0 | 3 | 5 | 2 | 4 | 3 | 4 | 0 | 0 | 4 | 6 | 0 | 0 | 0.151526 |
| 8311 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 0 | 7 | 4 | 0 | 3 | 5 | 2 | 4 | 3 | 4 | 0 | 0 | 4 | 6 | 0 | 0 | 0.151526 |
| 181 | 3 | 0 | 9 | 0 | 0 | 0 | 2 | 4 | 2 | 3 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 3 | 5 | 2 | 5 | 3 | 1 | 5 | 2 | 2 | 1 | 0 | 2 | 5 | 0 | 0 | 0.151505 |
| 9574 | 6 | 5 | 3 | 0 | 0 | 0 | 0 | 6 | 3 | 6 | 0 | 0 | 5 | 7 | 0 | 7 | 2 | 6 | 2 | 3 | 5 | 3 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 5 | 0 | 0 | 0.151412 |
| 6867 | 0 | 0 | 13 | 0 | 0 | 0 | 1 | 6 | 0 | 7 | 0 | 0 | 2 | 6 | 0 | 8 | 0 | 7 | 2 | 1 | 6 | 2 | 4 | 5 | 3 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0.150967 |
| 9350 | 0 | 0 | 13 | 0 | 0 | 0 | 1 | 6 | 0 | 7 | 0 | 0 | 2 | 6 | 0 | 8 | 0 | 7 | 2 | 1 | 6 | 2 | 4 | 5 | 3 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0.150967 |
| 5784 | 3 | 0 | 11 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 4 | 5 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 4 | 2 | 9 | 0 | 0 | 1 | 0 | 6 | 9 | 0 | 0 | 0.150949 |
| 2889 | 3 | 0 | 3 | 0 | 0 | 0 | 5 | 6 | 2 | 4 | 0 | 0 | 3 | 7 | 0 | 6 | 1 | 2 | 3 | 3 | 1 | 1 | 2 | 4 | 3 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.150872 |
| 8228 | 0 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 3 | 6 | 5 | 1 | 8 | 1 | 6 | 0 | 0 | 3 | 7 | 0 | 0 | 0.150855 |
| 654 | 0 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 3 | 6 | 5 | 1 | 8 | 1 | 6 | 0 | 0 | 3 | 7 | 0 | 0 | 0.150855 |
| 5721 | 3 | 0 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 7 | 0 | 5 | 9 | 4 | 6 | 5 | 1 | 8 | 1 | 3 | 1 | 0 | 1 | 7 | 0 | 0 | 0.150795 |
| 7558 | 0 | 6 | 10 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 3 | 5 | 0 | 6 | 0 | 4 | 0 | 0 | 3 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 2 | 7 | 0 | 0 | 0.150709 |
| 7003 | 0 | 6 | 10 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 3 | 5 | 0 | 6 | 0 | 4 | 0 | 0 | 3 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 2 | 7 | 0 | 0 | 0.150709 |
| 10 | 0 | 6 | 10 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 3 | 5 | 0 | 6 | 0 | 4 | 0 | 0 | 3 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 2 | 7 | 0 | 0 | 0.150709 |
| 7692 | 2 | 5 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 1 | 0 | 0 | 7 | 7 | 0 | 4 | 1 | 4 | 2 | 2 | 3 | 5 | 1 | 4 | 4 | 4 | 1 | 0 | 3 | 7 | 0 | 0 | 0.150419 |
| 3727 | 0 | 6 | 11 | 0 | 0 | 0 | 0 | 7 | 0 | 3 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 8 | 2 | 2 | 0 | 3 | 6 | 3 | 1 | 0 | 0 | 2 | 9 | 0 | 0 | 0.150336 |
| 6865 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 8 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 6 | 0 | 5 | 5 | 0 | 3 | 2 | 2 | 4 | 4 | 2 | 0 | 0 | 4 | 7 | 0 | 0 | 0.150188 |
| 5815 | 3 | 0 | 13 | 0 | 0 | 0 | 3 | 6 | 2 | 2 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 2 | 9 | 4 | 4 | 4 | 2 | 5 | 3 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.150151 |
| 1985 | 0 | 6 | 24 | 0 | 0 | 0 | 4 | 2 | 0 | 2 | 0 | 0 | 6 | 6 | 0 | 6 | 0 | 4 | 8 | 5 | 4 | 5 | 1 | 3 | 4 | 2 | 0 | 0 | 1 | 5 | 0 | 0 | 0.149950 |
| 9540 | 2 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 2 | 4 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 6 | 6 | 4 | 1 | 2 | 2 | 3 | 6 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.149941 |
| 442 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 1 | 1 | 1 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.149927 |
| 3092 | 2 | 6 | 28 | 0 | 0 | 0 | 2 | 1 | 2 | 2 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 7 | 2 | 1 | 4 | 3 | 1 | 1 | 6 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.149887 |
| 9094 | 2 | 6 | 22 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 1 | 1 | 9 | 0 | 4 | 3 | 3 | 4 | 4 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.149804 |
| 8055 | 0 | 0 | 12 | 0 | 0 | 0 | 1 | 7 | 0 | 3 | 0 | 0 | 4 | 5 | 2 | 7 | 0 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 4 | 0 | 0 | 0 | 5 | 8 | 0 | 0 | 0.149644 |
| 9647 | 4 | 0 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 6 | 6 | 0 | 6 | 0 | 5 | 5 | 2 | 4 | 5 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 6 | 0 | 0 | 0.149638 |
| 5651 | 4 | 0 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 6 | 6 | 0 | 6 | 0 | 5 | 5 | 2 | 4 | 5 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 6 | 0 | 0 | 0.149638 |
| 5777 | 4 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 2 | 0 | 0 | 2 | 4 | 0 | 6 | 0 | 6 | 2 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 1 | 0 | 5 | 8 | 0 | 0 | 0.149578 |
| 316 | 4 | 5 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 2 | 0 | 0 | 8 | 8 | 0 | 6 | 1 | 6 | 8 | 5 | 4 | 6 | 0 | 8 | 1 | 2 | 1 | 0 | 2 | 6 | 0 | 0 | 0.149427 |
| 5528 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 3 | 8 | 4 | 6 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.149424 |
| 2871 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 3 | 8 | 4 | 6 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.149424 |
| 2145 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 3 | 8 | 4 | 6 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.149424 |
| 3693 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 3 | 8 | 4 | 6 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.149424 |
| 8189 | 0 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 0 | 0 | 0 | 0 | 7 | 7 | 0 | 7 | 0 | 3 | 2 | 0 | 2 | 3 | 1 | 5 | 4 | 2 | 0 | 0 | 4 | 9 | 0 | 0 | 0.149411 |
| 8261 | 4 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 | 7 | 8 | 0 | 8 | 0 | 6 | 1 | 4 | 2 | 6 | 2 | 6 | 3 | 3 | 1 | 0 | 7 | 7 | 0 | 0 | 0.149401 |
| 877 | 5 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 6 | 6 | 0 | 6 | 1 | 4 | 0 | 6 | 4 | 4 | 2 | 8 | 1 | 0 | 1 | 0 | 5 | 6 | 0 | 0 | 0.149343 |
| 6634 | 3 | 5 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 4 | 6 | 0 | 6 | 1 | 5 | 4 | 2 | 3 | 3 | 2 | 2 | 4 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.149043 |
| 2882 | 0 | 4 | 34 | 0 | 0 | 0 | 0 | 6 | 0 | 4 | 0 | 0 | 4 | 7 | 0 | 5 | 0 | 8 | 0 | 2 | 7 | 4 | 2 | 8 | 1 | 1 | 0 | 0 | 2 | 9 | 0 | 0 | 0.148914 |
| 7572 | 3 | 0 | 11 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 7 | 9 | 0 | 6 | 1 | 5 | 4 | 4 | 7 | 6 | 0 | 3 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.148786 |
| 7483 | 0 | 6 | 22 | 0 | 0 | 0 | 6 | 2 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 5 | 9 | 1 | 3 | 3 | 2 | 1 | 5 | 2 | 0 | 0 | 1 | 4 | 0 | 0 | 0.148717 |
| 8253 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 6 | 7 | 1 | 7 | 0 | 6 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 2 | 0 | 0 | 5 | 6 | 0 | 0 | 0.148459 |
| 5522 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 6 | 7 | 1 | 7 | 0 | 6 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 2 | 0 | 0 | 5 | 6 | 0 | 0 | 0.148459 |
| 8303 | 3 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 7 | 0 | 5 | 1 | 1 | 2 | 2 | 3 | 7 | 2 | 2 | 1 | 0 | 6 | 7 | 0 | 0 | 0.148193 |
| 7614 | 4 | 6 | 33 | 0 | 0 | 0 | 5 | 3 | 2 | 3 | 0 | 0 | 6 | 9 | 1 | 9 | 1 | 5 | 4 | 0 | 4 | 7 | 2 | 5 | 4 | 6 | 1 | 0 | 0 | 9 | 0 | 0 | 0.148066 |
| 4181 | 6 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 3 | 6 | 0 | 6 | 0 | 5 | 0 | 0 | 7 | 0 | 4 | 6 | 3 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.148065 |
| 6923 | 0 | 0 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 6 | 1 | 4 | 4 | 1 | 3 | 3 | 2 | 4 | 4 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.147987 |
| 8513 | 2 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 3 | 0 | 0 | 7 | 8 | 0 | 5 | 1 | 4 | 4 | 0 | 4 | 6 | 1 | 6 | 1 | 6 | 1 | 0 | 2 | 7 | 0 | 0 | 0.147924 |
| 4666 | 0 | 6 | 31 | 0 | 0 | 0 | 5 | 1 | 0 | 1 | 0 | 0 | 8 | 8 | 0 | 4 | 0 | 4 | 8 | 4 | 4 | 3 | 1 | 4 | 3 | 4 | 0 | 0 | 1 | 5 | 0 | 0 | 0.147650 |
| 3652 | 2 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 6 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 5 | 6 | 2 | 4 | 4 | 2 | 4 | 5 | 0 | 1 | 0 | 2 | 9 | 0 | 0 | 0.147603 |
| 4878 | 6 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 7 | 0 | 6 | 1 | 5 | 5 | 5 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.147502 |
| 771 | 6 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 7 | 0 | 6 | 1 | 5 | 5 | 5 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.147502 |
| 1143 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 0 | 0 | 0 | 9 | 7 | 0 | 6 | 0 | 6 | 9 | 4 | 4 | 5 | 0 | 4 | 5 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.147196 |
| 9298 | 3 | 0 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 2 | 0 | 0 | 6 | 7 | 0 | 5 | 1 | 5 | 5 | 3 | 4 | 5 | 1 | 5 | 2 | 3 | 1 | 0 | 1 | 7 | 0 | 0 | 0.147158 |
| 8530 | 0 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 4 | 0 | 4 | 3 | 2 | 3 | 3 | 1 | 2 | 6 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.146856 |
| 2818 | 2 | 0 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 5 | 9 | 0 | 6 | 1 | 5 | 5 | 4 | 5 | 4 | 0 | 3 | 2 | 2 | 1 | 0 | 1 | 6 | 0 | 0 | 0.146567 |
| 5333 | 4 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 7 | 0 | 6 | 1 | 5 | 5 | 5 | 2 | 4 | 3 | 1 | 2 | 0 | 4 | 6 | 0 | 0 | 0.146496 |
| 6492 | 0 | 6 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 1 | 0 | 0 | 6 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 4 | 5 | 2 | 6 | 2 | 5 | 0 | 0 | 2 | 7 | 0 | 0 | 0.146405 |
| 9407 | 0 | 6 | 31 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 6 | 0 | 4 | 8 | 2 | 5 | 5 | 2 | 5 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.146402 |
| 6337 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 6 | 9 | 0 | 4 | 1 | 4 | 0 | 2 | 5 | 6 | 2 | 6 | 3 | 6 | 1 | 0 | 2 | 9 | 0 | 0 | 0.146274 |
| 399 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 6 | 9 | 0 | 4 | 1 | 4 | 0 | 2 | 5 | 6 | 2 | 6 | 3 | 6 | 1 | 0 | 2 | 9 | 0 | 0 | 0.146274 |
| 5099 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 6 | 9 | 0 | 4 | 1 | 4 | 0 | 2 | 5 | 6 | 2 | 6 | 3 | 6 | 1 | 0 | 2 | 9 | 0 | 0 | 0.146274 |
| 6041 | 0 | 5 | 38 | 0 | 0 | 0 | 4 | 4 | 0 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 5 | 3 | 2 | 3 | 5 | 2 | 3 | 5 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.146092 |
| 3367 | 3 | 0 | 22 | 0 | 0 | 0 | 1 | 2 | 2 | 3 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 7 | 8 | 4 | 4 | 5 | 1 | 2 | 3 | 3 | 1 | 0 | 3 | 9 | 0 | 0 | 0.146020 |
| 8733 | 2 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 4 | 0 | 0 | 2 | 5 | 1 | 9 | 0 | 4 | 2 | 1 | 3 | 2 | 3 | 6 | 2 | 2 | 1 | 0 | 5 | 7 | 0 | 0 | 0.145797 |
| 7094 | 0 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 2 | 0 | 0 | 2 | 4 | 0 | 6 | 0 | 6 | 2 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 0 | 0 | 5 | 8 | 0 | 0 | 0.145742 |
| 4749 | 0 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 2 | 0 | 0 | 2 | 4 | 0 | 6 | 0 | 6 | 2 | 1 | 1 | 3 | 2 | 6 | 2 | 2 | 0 | 0 | 5 | 8 | 0 | 0 | 0.145742 |
| 8237 | 4 | 0 | 41 | 0 | 0 | 0 | 0 | 4 | 2 | 4 | 0 | 0 | 6 | 7 | 0 | 7 | 1 | 6 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 2 | 2 | 0 | 5 | 6 | 0 | 0 | 0.145701 |
| 2626 | 0 | 6 | 24 | 0 | 0 | 0 | 5 | 2 | 0 | 3 | 0 | 0 | 8 | 8 | 0 | 6 | 0 | 1 | 8 | 4 | 3 | 7 | 1 | 5 | 3 | 2 | 0 | 0 | 1 | 5 | 0 | 0 | 0.145641 |
| 7031 | 0 | 6 | 24 | 0 | 0 | 0 | 5 | 2 | 0 | 3 | 0 | 0 | 8 | 8 | 0 | 6 | 0 | 1 | 8 | 4 | 3 | 7 | 1 | 5 | 3 | 2 | 0 | 0 | 1 | 5 | 0 | 0 | 0.145641 |
| 1231 | 4 | 0 | 11 | 0 | 0 | 0 | 5 | 6 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 1 | 3 | 3 | 3 | 2 | 4 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.145518 |
| 3486 | 0 | 5 | 11 | 0 | 0 | 0 | 3 | 6 | 0 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 0 | 2 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.145367 |
| 6025 | 0 | 5 | 11 | 0 | 0 | 0 | 3 | 6 | 0 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 0 | 2 | 5 | 3 | 3 | 3 | 3 | 4 | 4 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.145367 |
| 180 | 3 | 0 | 10 | 0 | 0 | 0 | 0 | 8 | 0 | 3 | 0 | 0 | 2 | 5 | 0 | 6 | 0 | 2 | 0 | 1 | 3 | 3 | 2 | 6 | 3 | 2 | 1 | 0 | 4 | 9 | 0 | 0 | 0.145292 |
| 3639 | 1 | 6 | 25 | 0 | 0 | 0 | 4 | 1 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 5 | 6 | 2 | 4 | 2 | 2 | 1 | 5 | 1 | 1 | 0 | 2 | 5 | 0 | 0 | 0.145220 |
| 1914 | 4 | 0 | 11 | 0 | 0 | 0 | 3 | 6 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 6 | 1 | 4 | 4 | 1 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.145212 |
| 82 | 0 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 3 | 0 | 0 | 2 | 1 | 0 | 7 | 1 | 0 | 0 | 0 | 0 | 2 | 2 | 5 | 4 | 1 | 0 | 0 | 3 | 8 | 0 | 0 | 0.145115 |
| 7265 | 3 | 0 | 10 | 0 | 0 | 0 | 2 | 8 | 0 | 2 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 5 | 0 | 3 | 4 | 3 | 3 | 5 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.145109 |
| 1179 | 3 | 0 | 10 | 0 | 0 | 0 | 2 | 8 | 0 | 2 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 5 | 0 | 3 | 4 | 3 | 3 | 5 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.145109 |
| 4593 | 0 | 0 | 36 | 0 | 0 | 0 | 0 | 3 | 0 | 6 | 0 | 0 | 3 | 3 | 0 | 9 | 0 | 7 | 4 | 2 | 3 | 3 | 3 | 5 | 4 | 0 | 0 | 0 | 3 | 9 | 0 | 0 | 0.145073 |
| 7851 | 0 | 6 | 11 | 0 | 0 | 0 | 2 | 6 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 3 | 1 | 4 | 4 | 4 | 1 | 4 | 3 | 3 | 0 | 0 | 3 | 6 | 0 | 0 | 0.145072 |
| 915 | 0 | 0 | 28 | 0 | 0 | 0 | 3 | 1 | 1 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 6 | 3 | 2 | 3 | 4 | 1 | 2 | 6 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.145040 |
| 6137 | 0 | 0 | 32 | 0 | 0 | 0 | 4 | 1 | 0 | 1 | 0 | 0 | 7 | 8 | 0 | 8 | 0 | 7 | 5 | 2 | 3 | 4 | 1 | 4 | 5 | 5 | 0 | 0 | 2 | 9 | 0 | 0 | 0.145005 |
| 864 | 3 | 6 | 23 | 0 | 0 | 0 | 4 | 3 | 2 | 7 | 0 | 0 | 2 | 9 | 0 | 7 | 1 | 2 | 9 | 2 | 4 | 4 | 5 | 0 | 4 | 0 | 1 | 0 | 2 | 2 | 0 | 0 | 0.144911 |
| 4870 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 6 | 0 | 0 | 1 | 0 | 0 | 5 | 4 | 0 | 0 | 0 | 3 | 9 | 0 | 0 | 0.144888 |
| 8755 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 6 | 0 | 0 | 1 | 0 | 0 | 5 | 4 | 0 | 0 | 0 | 3 | 9 | 0 | 0 | 0.144888 |
| 6749 | 0 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 0 | 3 | 0 | 0 | 0 | 8 | 0 | 7 | 0 | 4 | 5 | 3 | 6 | 9 | 0 | 9 | 0 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.144748 |
| 6973 | 6 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 0 | 3 | 0 | 0 | 3 | 4 | 0 | 6 | 0 | 4 | 4 | 2 | 2 | 3 | 2 | 5 | 3 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.144692 |
| 2496 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 3 | 8 | 0 | 7 | 0 | 3 | 8 | 4 | 6 | 4 | 2 | 6 | 2 | 2 | 0 | 0 | 2 | 6 | 0 | 0 | 0.144659 |
| 3181 | 0 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 3 | 8 | 0 | 7 | 0 | 3 | 8 | 4 | 6 | 4 | 2 | 6 | 2 | 2 | 0 | 0 | 2 | 6 | 0 | 0 | 0.144659 |
| 2625 | 3 | 5 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 5 | 1 | 6 | 4 | 3 | 3 | 2 | 3 | 8 | 0 | 0 | 1 | 0 | 4 | 6 | 0 | 0 | 0.144586 |
| 1097 | 0 | 0 | 35 | 0 | 0 | 0 | 1 | 6 | 0 | 3 | 0 | 0 | 1 | 2 | 0 | 7 | 0 | 5 | 1 | 3 | 0 | 1 | 2 | 8 | 1 | 1 | 0 | 0 | 4 | 4 | 0 | 0 | 0.144526 |
| 7321 | 4 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 1 | 0 | 0 | 5 | 2 | 0 | 3 | 0 | 7 | 0 | 1 | 5 | 1 | 1 | 5 | 2 | 0 | 1 | 0 | 3 | 6 | 0 | 0 | 0.144491 |
| 1947 | 0 | 0 | 6 | 0 | 0 | 0 | 1 | 8 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 0 | 4 | 2 | 1 | 3 | 3 | 2 | 6 | 3 | 2 | 0 | 0 | 5 | 7 | 0 | 0 | 0.144480 |
| 5879 | 0 | 0 | 6 | 0 | 0 | 0 | 1 | 8 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 0 | 4 | 2 | 1 | 3 | 3 | 2 | 6 | 3 | 2 | 0 | 0 | 5 | 7 | 0 | 0 | 0.144480 |
| 6897 | 3 | 6 | 31 | 0 | 0 | 0 | 7 | 1 | 0 | 2 | 0 | 0 | 9 | 5 | 0 | 6 | 0 | 4 | 6 | 3 | 2 | 3 | 0 | 6 | 3 | 0 | 1 | 0 | 0 | 7 | 0 | 0 | 0.144399 |
| 3578 | 0 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 4 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0.144345 |
| 4863 | 0 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 4 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0.144345 |
| 8861 | 0 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 4 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0.144345 |
| 8163 | 0 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 5 | 0 | 4 | 5 | 3 | 3 | 2 | 2 | 3 | 2 | 0 | 0 | 0 | 2 | 4 | 0 | 0 | 0.144345 |
| 3958 | 3 | 0 | 10 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 4 | 0 | 0 | 3 | 2 | 4 | 4 | 5 | 0 | 1 | 0 | 6 | 9 | 0 | 0 | 0.144322 |
| 6610 | 4 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 1 | 0 | 0 | 7 | 7 | 2 | 4 | 1 | 4 | 2 | 2 | 3 | 5 | 1 | 4 | 4 | 4 | 1 | 0 | 3 | 7 | 0 | 0 | 0.144294 |
| 8561 | 0 | 0 | 4 | 0 | 0 | 0 | 2 | 6 | 2 | 3 | 0 | 0 | 2 | 6 | 0 | 9 | 1 | 7 | 0 | 0 | 2 | 0 | 1 | 0 | 7 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.143988 |
| 1811 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 3 | 0 | 0 | 5 | 9 | 0 | 7 | 0 | 6 | 4 | 3 | 9 | 4 | 0 | 8 | 1 | 4 | 0 | 0 | 0 | 9 | 0 | 0 | 0.143983 |
| 9672 | 0 | 0 | 29 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 0 | 0 | 3 | 5 | 0 | 0 | 0.143629 |
| 5671 | 3 | 0 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 6 | 0 | 0 | 1 | 0 | 0 | 5 | 4 | 0 | 1 | 0 | 3 | 9 | 0 | 0 | 0.143628 |
| 4853 | 0 | 0 | 38 | 0 | 0 | 0 | 4 | 4 | 2 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 7 | 4 | 4 | 5 | 1 | 6 | 2 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0.143609 |
| 8426 | 2 | 6 | 11 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 5 | 5 | 0 | 6 | 1 | 8 | 3 | 1 | 0 | 3 | 1 | 5 | 4 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.143432 |
| 9085 | 3 | 6 | 34 | 0 | 0 | 0 | 2 | 6 | 2 | 1 | 0 | 0 | 6 | 7 | 0 | 4 | 1 | 3 | 5 | 2 | 5 | 3 | 2 | 3 | 5 | 3 | 1 | 0 | 1 | 5 | 0 | 0 | 0.143324 |
| 4449 | 0 | 5 | 3 | 0 | 0 | 0 | 3 | 6 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 5 | 0 | 3 | 7 | 0 | 2 | 2 | 2 | 3 | 4 | 0 | 0 | 0 | 5 | 6 | 0 | 0 | 0.143313 |
| 648 | 4 | 0 | 6 | 0 | 0 | 0 | 3 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 5 | 0 | 0 | 6 | 0 | 6 | 4 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.143295 |
| 7539 | 0 | 6 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 0 | 5 | 8 | 0 | 6 | 0 | 4 | 8 | 4 | 4 | 4 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 4 | 0 | 0 | 0.142942 |
| 5593 | 0 | 6 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 0 | 5 | 8 | 0 | 6 | 0 | 4 | 8 | 4 | 4 | 4 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 4 | 0 | 0 | 0.142942 |
| 4511 | 0 | 6 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 0 | 5 | 8 | 0 | 6 | 0 | 4 | 8 | 4 | 4 | 4 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 4 | 0 | 0 | 0.142942 |
| 2100 | 4 | 6 | 35 | 0 | 0 | 0 | 0 | 5 | 2 | 0 | 0 | 0 | 9 | 7 | 0 | 6 | 1 | 4 | 9 | 4 | 4 | 5 | 0 | 9 | 0 | 5 | 1 | 0 | 5 | 7 | 0 | 0 | 0.142767 |
| 2892 | 4 | 6 | 35 | 0 | 0 | 0 | 0 | 5 | 2 | 0 | 0 | 0 | 9 | 7 | 0 | 6 | 1 | 4 | 9 | 4 | 4 | 5 | 0 | 9 | 0 | 5 | 1 | 0 | 5 | 7 | 0 | 0 | 0.142767 |
| 6169 | 3 | 0 | 38 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 4 | 9 | 0 | 7 | 0 | 5 | 7 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 1 | 0 | 5 | 4 | 0 | 0 | 0.142753 |
| 6324 | 0 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 5 | 8 | 2 | 5 | 5 | 3 | 5 | 3 | 4 | 0 | 0 | 3 | 7 | 0 | 0 | 0.142674 |
| 123 | 0 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 5 | 8 | 2 | 5 | 5 | 3 | 5 | 3 | 4 | 0 | 0 | 3 | 7 | 0 | 0 | 0.142674 |
| 916 | 0 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 5 | 8 | 2 | 5 | 5 | 3 | 5 | 3 | 4 | 0 | 0 | 3 | 7 | 0 | 0 | 0.142674 |
| 168 | 3 | 0 | 35 | 0 | 0 | 0 | 0 | 5 | 0 | 3 | 0 | 0 | 5 | 8 | 0 | 6 | 0 | 4 | 5 | 0 | 0 | 5 | 4 | 5 | 4 | 3 | 1 | 0 | 4 | 6 | 0 | 0 | 0.142662 |
| 4830 | 4 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 4 | 0 | 0 | 7 | 7 | 0 | 8 | 1 | 7 | 3 | 1 | 5 | 5 | 1 | 2 | 7 | 4 | 1 | 0 | 4 | 7 | 0 | 0 | 0.142623 |
| 7901 | 4 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 4 | 0 | 0 | 7 | 7 | 0 | 8 | 1 | 7 | 3 | 1 | 5 | 5 | 1 | 2 | 7 | 4 | 1 | 0 | 4 | 7 | 0 | 0 | 0.142623 |
| 6246 | 4 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 1 | 2 | 0 | 0 | 6 | 8 | 0 | 8 | 1 | 6 | 1 | 1 | 3 | 5 | 2 | 8 | 1 | 6 | 1 | 0 | 3 | 5 | 0 | 0 | 0.142619 |
| 8298 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 5 | 2 | 1 | 3 | 1 | 7 | 0 | 1 | 5 | 1 | 1 | 5 | 2 | 0 | 1 | 0 | 3 | 6 | 0 | 0 | 0.142571 |
| 7887 | 5 | 0 | 3 | 0 | 0 | 0 | 2 | 6 | 0 | 2 | 0 | 0 | 4 | 3 | 0 | 6 | 0 | 4 | 3 | 1 | 1 | 3 | 2 | 3 | 5 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.142561 |
| 228 | 0 | 0 | 37 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 5 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.142541 |
| 9359 | 0 | 0 | 37 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 5 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.142541 |
| 2810 | 0 | 0 | 37 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 5 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.142541 |
| 5109 | 0 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 0 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 0 | 5 | 4 | 3 | 4 | 3 | 2 | 4 | 3 | 1 | 0 | 0 | 2 | 5 | 0 | 0 | 0.142478 |
| 2408 | 3 | 0 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 3 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 6 | 9 | 1 | 4 | 4 | 0 | 4 | 5 | 4 | 1 | 0 | 2 | 7 | 0 | 0 | 0.142471 |
| 401 | 5 | 6 | 36 | 0 | 0 | 0 | 5 | 3 | 0 | 1 | 0 | 0 | 5 | 5 | 0 | 6 | 0 | 7 | 2 | 1 | 2 | 2 | 1 | 3 | 6 | 2 | 1 | 0 | 0 | 9 | 0 | 0 | 0.142240 |
| 788 | 0 | 6 | 4 | 0 | 0 | 0 | 3 | 6 | 0 | 4 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 7 | 7 | 1 | 3 | 4 | 3 | 2 | 7 | 3 | 0 | 0 | 3 | 9 | 0 | 0 | 0.142197 |
| 5461 | 2 | 6 | 27 | 0 | 0 | 0 | 2 | 1 | 2 | 4 | 0 | 0 | 5 | 9 | 0 | 7 | 1 | 5 | 9 | 2 | 7 | 1 | 1 | 0 | 2 | 1 | 1 | 0 | 1 | 3 | 0 | 0 | 0.142166 |
| 2811 | 3 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 3 | 7 | 2 | 2 | 1 | 0 | 6 | 7 | 0 | 0 | 0.142117 |
| 3592 | 1 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 5 | 1 | 1 | 4 | 2 | 3 | 6 | 3 | 2 | 1 | 0 | 4 | 8 | 0 | 0 | 0.142024 |
| 4858 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 4 | 4 | 0 | 8 | 0 | 5 | 8 | 3 | 5 | 4 | 1 | 3 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.141924 |
| 243 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 4 | 4 | 0 | 8 | 0 | 5 | 8 | 3 | 5 | 4 | 1 | 3 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.141924 |
| 1769 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 4 | 4 | 0 | 8 | 0 | 5 | 8 | 3 | 5 | 4 | 1 | 3 | 5 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.141924 |
| 1121 | 0 | 6 | 32 | 0 | 0 | 0 | 4 | 1 | 0 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 0 | 3 | 7 | 5 | 4 | 4 | 1 | 1 | 5 | 0 | 0 | 0 | 2 | 5 | 0 | 0 | 0.141818 |
| 2468 | 4 | 0 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 1 | 0 | 8 | 1 | 5 | 0 | 0 | 0 | 0 | 1 | 8 | 1 | 0 | 1 | 0 | 4 | 8 | 0 | 0 | 0.141815 |
| 9358 | 3 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 6 | 0 | 4 | 1 | 1 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 0 | 6 | 7 | 0 | 0 | 0.141745 |
| 6578 | 0 | 0 | 36 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 0 | 5 | 6 | 0 | 7 | 0 | 6 | 4 | 3 | 4 | 3 | 2 | 5 | 4 | 1 | 0 | 0 | 2 | 6 | 0 | 0 | 0.141541 |
| 6788 | 4 | 0 | 34 | 0 | 0 | 0 | 1 | 6 | 0 | 5 | 0 | 0 | 4 | 7 | 0 | 7 | 0 | 5 | 1 | 2 | 4 | 4 | 2 | 6 | 1 | 1 | 2 | 0 | 4 | 6 | 0 | 0 | 0.141475 |
| 2711 | 5 | 0 | 13 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 0 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.140963 |
| 7861 | 6 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 0 | 3 | 0 | 0 | 5 | 8 | 0 | 6 | 0 | 6 | 4 | 1 | 5 | 5 | 2 | 5 | 3 | 2 | 1 | 0 | 1 | 7 | 0 | 0 | 0.140948 |
| 2851 | 0 | 0 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 3 | 5 | 1 | 3 | 4 | 0 | 5 | 3 | 4 | 0 | 0 | 2 | 6 | 0 | 0 | 0.140881 |
| 2040 | 2 | 0 | 13 | 0 | 0 | 0 | 3 | 6 | 2 | 5 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 3 | 6 | 1 | 3 | 3 | 2 | 6 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.140868 |
| 2375 | 5 | 0 | 41 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 6 | 0 | 6 | 0 | 5 | 2 | 3 | 0 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 9 | 6 | 0 | 0 | 0.140837 |
| 6292 | 4 | 5 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 1 | 5 | 5 | 2 | 3 | 2 | 3 | 1 | 5 | 1 | 2 | 0 | 3 | 5 | 0 | 0 | 0.140583 |
| 1155 | 0 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 4 | 0 | 0 | 3 | 7 | 0 | 4 | 0 | 4 | 2 | 3 | 3 | 2 | 3 | 4 | 5 | 2 | 0 | 0 | 3 | 6 | 0 | 0 | 0.140568 |
| 7240 | 0 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 4 | 0 | 0 | 3 | 7 | 0 | 4 | 0 | 4 | 2 | 3 | 3 | 2 | 3 | 4 | 5 | 2 | 0 | 0 | 3 | 6 | 0 | 0 | 0.140568 |
| 4886 | 0 | 0 | 34 | 0 | 0 | 0 | 2 | 6 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 0 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.140359 |
| 8196 | 0 | 0 | 34 | 0 | 0 | 0 | 2 | 6 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 0 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.140359 |
| 2681 | 0 | 0 | 34 | 0 | 0 | 0 | 2 | 6 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 0 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.140359 |
| 4564 | 3 | 6 | 11 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 5 | 5 | 0 | 6 | 1 | 8 | 3 | 1 | 0 | 3 | 1 | 5 | 4 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.140229 |
| 8068 | 3 | 6 | 11 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 5 | 5 | 0 | 6 | 1 | 8 | 3 | 1 | 0 | 3 | 1 | 5 | 4 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.140229 |
| 2154 | 2 | 6 | 23 | 0 | 0 | 0 | 4 | 3 | 2 | 5 | 0 | 0 | 3 | 7 | 0 | 5 | 1 | 5 | 8 | 1 | 4 | 3 | 2 | 3 | 5 | 2 | 1 | 0 | 1 | 4 | 0 | 0 | 0.140186 |
| 3207 | 6 | 6 | 39 | 0 | 0 | 0 | 5 | 5 | 0 | 2 | 0 | 0 | 3 | 6 | 2 | 5 | 0 | 6 | 4 | 4 | 4 | 5 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.140125 |
| 4344 | 4 | 0 | 13 | 0 | 0 | 0 | 3 | 7 | 2 | 4 | 0 | 0 | 2 | 9 | 0 | 7 | 1 | 4 | 7 | 3 | 4 | 5 | 2 | 2 | 3 | 2 | 1 | 0 | 2 | 3 | 0 | 0 | 0.140117 |
| 7050 | 0 | 6 | 32 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 0 | 5 | 5 | 2 | 3 | 5 | 1 | 3 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.139965 |
| 8845 | 0 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.139796 |
| 9419 | 0 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.139796 |
| 8363 | 0 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.139796 |
| 2072 | 0 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.139796 |
| 5658 | 0 | 0 | 10 | 0 | 0 | 0 | 3 | 8 | 0 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 0 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.139796 |
| 5853 | 0 | 6 | 9 | 0 | 0 | 0 | 4 | 4 | 2 | 4 | 0 | 0 | 2 | 6 | 0 | 5 | 1 | 2 | 8 | 4 | 3 | 3 | 2 | 4 | 5 | 2 | 0 | 0 | 0 | 6 | 0 | 0 | 0.139767 |
| 6412 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 7 | 0 | 4 | 0 | 3 | 2 | 5 | 2 | 7 | 2 | 3 | 0 | 0 | 7 | 9 | 0 | 0 | 0.139700 |
| 2707 | 0 | 0 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 3 | 6 | 2 | 7 | 6 | 1 | 6 | 2 | 5 | 0 | 0 | 1 | 8 | 0 | 0 | 0.139576 |
| 6510 | 0 | 5 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 3 | 6 | 2 | 7 | 6 | 1 | 6 | 2 | 5 | 0 | 0 | 1 | 8 | 0 | 0 | 0.139576 |
| 4335 | 3 | 0 | 37 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 5 | 4 | 2 | 2 | 4 | 2 | 3 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.139539 |
| 5825 | 3 | 5 | 9 | 0 | 0 | 0 | 2 | 4 | 2 | 5 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 3 | 3 | 2 | 5 | 2 | 1 | 4 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.139470 |
| 3277 | 0 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 7 | 9 | 0 | 7 | 1 | 4 | 0 | 3 | 6 | 4 | 0 | 7 | 2 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0.139421 |
| 6402 | 0 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 7 | 9 | 0 | 7 | 1 | 4 | 0 | 3 | 6 | 4 | 0 | 7 | 2 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0.139421 |
| 6936 | 0 | 0 | 9 | 0 | 0 | 0 | 3 | 4 | 2 | 3 | 0 | 0 | 5 | 3 | 0 | 5 | 1 | 7 | 1 | 0 | 4 | 3 | 2 | 3 | 3 | 2 | 0 | 0 | 4 | 7 | 0 | 0 | 0.139315 |
| 6449 | 4 | 0 | 33 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 5 | 4 | 2 | 5 | 5 | 1 | 4 | 3 | 4 | 1 | 0 | 2 | 5 | 0 | 0 | 0.139181 |
| 2788 | 3 | 6 | 34 | 0 | 0 | 0 | 2 | 6 | 0 | 1 | 0 | 0 | 6 | 7 | 0 | 4 | 0 | 3 | 5 | 2 | 5 | 3 | 2 | 3 | 5 | 3 | 1 | 0 | 1 | 5 | 0 | 0 | 0.139048 |
| 7409 | 0 | 0 | 11 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 0 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 0 | 0 | 4 | 6 | 0 | 0 | 0.139018 |
| 2309 | 0 | 6 | 8 | 0 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 0 | 3 | 2 | 0 | 9 | 0 | 6 | 9 | 0 | 0 | 2 | 1 | 5 | 0 | 0 | 0 | 0 | 2 | 6 | 0 | 0 | 0.138967 |
| 1095 | 0 | 6 | 8 | 0 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 0 | 3 | 2 | 0 | 9 | 0 | 6 | 9 | 0 | 0 | 2 | 1 | 5 | 0 | 0 | 0 | 0 | 2 | 6 | 0 | 0 | 0.138967 |
| 6328 | 0 | 6 | 8 | 0 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 0 | 3 | 2 | 0 | 9 | 0 | 6 | 9 | 0 | 0 | 2 | 1 | 5 | 0 | 0 | 0 | 0 | 2 | 6 | 0 | 0 | 0.138967 |
| 4255 | 0 | 0 | 35 | 0 | 0 | 0 | 1 | 5 | 2 | 3 | 0 | 0 | 5 | 1 | 0 | 7 | 1 | 2 | 4 | 3 | 4 | 3 | 2 | 4 | 5 | 2 | 0 | 0 | 4 | 8 | 0 | 0 | 0.138882 |
| 4125 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 1 | 1 | 9 | 3 | 6 | 5 | 1 | 8 | 1 | 6 | 1 | 0 | 3 | 7 | 0 | 0 | 0.138753 |
| 3245 | 4 | 0 | 39 | 0 | 0 | 0 | 1 | 5 | 1 | 4 | 0 | 0 | 6 | 5 | 0 | 5 | 1 | 6 | 2 | 3 | 4 | 3 | 2 | 8 | 0 | 0 | 1 | 0 | 2 | 6 | 0 | 0 | 0.138618 |
| 2738 | 4 | 0 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 3 | 0 | 0 | 5 | 8 | 0 | 5 | 1 | 5 | 2 | 1 | 5 | 3 | 3 | 3 | 3 | 4 | 1 | 0 | 2 | 3 | 0 | 0 | 0.138593 |
| 5549 | 4 | 0 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 3 | 0 | 0 | 5 | 8 | 0 | 5 | 1 | 5 | 2 | 1 | 5 | 3 | 3 | 3 | 3 | 4 | 1 | 0 | 2 | 3 | 0 | 0 | 0.138593 |
| 1961 | 3 | 0 | 13 | 0 | 0 | 0 | 0 | 7 | 0 | 5 | 0 | 0 | 2 | 7 | 0 | 5 | 0 | 3 | 4 | 3 | 5 | 2 | 3 | 4 | 3 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.138543 |
| 2742 | 0 | 6 | 27 | 0 | 0 | 0 | 2 | 1 | 2 | 2 | 0 | 0 | 9 | 9 | 0 | 7 | 1 | 4 | 9 | 3 | 7 | 3 | 0 | 4 | 2 | 3 | 0 | 0 | 0 | 5 | 0 | 0 | 0.138542 |
| 767 | 3 | 5 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 2 | 0 | 0 | 1 | 2 | 0 | 7 | 0 | 6 | 0 | 1 | 1 | 1 | 2 | 5 | 4 | 1 | 1 | 0 | 5 | 9 | 0 | 0 | 0.138538 |
| 1382 | 4 | 5 | 11 | 0 | 0 | 0 | 5 | 6 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 1 | 3 | 3 | 3 | 2 | 4 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.138443 |
| 656 | 3 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 0 | 6 | 6 | 0 | 7 | 0 | 6 | 2 | 1 | 2 | 4 | 2 | 6 | 3 | 4 | 1 | 0 | 6 | 8 | 0 | 0 | 0.138420 |
| 9164 | 6 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 6 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.138309 |
| 5055 | 0 | 5 | 3 | 0 | 0 | 0 | 2 | 6 | 0 | 3 | 0 | 0 | 3 | 6 | 0 | 7 | 0 | 6 | 3 | 1 | 4 | 3 | 1 | 6 | 3 | 2 | 0 | 0 | 3 | 8 | 0 | 0 | 0.138228 |
| 9345 | 0 | 0 | 9 | 0 | 0 | 0 | 4 | 4 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 4 | 1 | 3 | 9 | 3 | 3 | 4 | 3 | 7 | 2 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0.138019 |
| 4701 | 0 | 0 | 9 | 0 | 0 | 0 | 4 | 4 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 4 | 1 | 3 | 9 | 3 | 3 | 4 | 3 | 7 | 2 | 1 | 0 | 0 | 2 | 7 | 0 | 0 | 0.138019 |
| 6207 | 1 | 0 | 38 | 0 | 0 | 0 | 1 | 4 | 0 | 3 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 4 | 5 | 3 | 4 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 4 | 9 | 0 | 0 | 0.137963 |
| 3081 | 3 | 6 | 32 | 0 | 0 | 0 | 3 | 1 | 2 | 3 | 0 | 0 | 6 | 6 | 1 | 5 | 1 | 3 | 2 | 3 | 4 | 4 | 2 | 4 | 2 | 2 | 1 | 0 | 2 | 5 | 0 | 0 | 0.137896 |
4911 rows × 33 columns
Pour maximiser le nombre des clients réceptifs AssurExperts Inc doit cibler les individus qui ont un score supérieur a 0.139975
FALSE_NEGATIVE=vised_clients.loc[(vised_clients['CLASS']==0)&(vised_clients['Score']>0.5)]
FALSE_NEGATIVE
| PO59 | PO47 | SD1 | PO82 | PO78 | PO81 | SD37 | SD43 | PO44 | SD22 | PO57 | PO61 | SD18 | SD35 | PO76 | SD32 | PO65 | SD7 | SD30 | SD24 | SD38 | SD28 | SD26 | SD15 | SD14 | SD23 | PO80 | PO79 | SD39 | SD10 | PO60 | CLASS | Score | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2188 | 4 | 6 | 7 | 1 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 4 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.959862 |
| 1595 | 3 | 6 | 38 | 1 | 0 | 0 | 2 | 4 | 0 | 3 | 0 | 4 | 4 | 9 | 0 | 7 | 0 | 5 | 7 | 2 | 2 | 5 | 2 | 4 | 3 | 3 | 1 | 0 | 5 | 4 | 0 | 0 | 0.958136 |
| 2955 | 4 | 6 | 3 | 1 | 0 | 0 | 2 | 6 | 0 | 2 | 0 | 4 | 3 | 5 | 0 | 7 | 0 | 5 | 3 | 1 | 3 | 1 | 2 | 1 | 5 | 1 | 1 | 0 | 4 | 4 | 0 | 0 | 0.947659 |
| 5475 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 1 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 0 | 0.946674 |
| 7934 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 0 | 0 | 6 | 7 | 2 | 0 | 1 | 0 | 5 | 9 | 0 | 0 | 0.940261 |
| 7817 | 4 | 6 | 13 | 1 | 0 | 0 | 1 | 6 | 2 | 5 | 0 | 5 | 1 | 5 | 0 | 7 | 1 | 2 | 7 | 1 | 4 | 2 | 3 | 5 | 4 | 2 | 1 | 0 | 5 | 7 | 0 | 0 | 0.938439 |
| 8684 | 4 | 6 | 17 | 2 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 4 | 5 | 7 | 1 | 6 | 1 | 5 | 4 | 4 | 2 | 4 | 1 | 2 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.930802 |
| 8960 | 4 | 6 | 36 | 2 | 0 | 0 | 3 | 3 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 4 | 1 | 5 | 5 | 2 | 3 | 3 | 1 | 1 | 3 | 2 | 1 | 0 | 3 | 4 | 0 | 0 | 0.929577 |
| 1352 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 1 | 5 | 1 | 1 | 4 | 2 | 4 | 7 | 2 | 2 | 1 | 1 | 4 | 8 | 0 | 0 | 0.918962 |
| 4526 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 7 | 0 | 0 | 1 | 6 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 2 | 6 | 8 | 1 | 1 | 1 | 0 | 5 | 7 | 0 | 0 | 0.917394 |
| 2174 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 6 | 1 | 7 | 0 | 0 | 0 | 0 | 0 | 2 | 7 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.915282 |
| 1665 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 4 | 0 | 0 | 0 | 3 | 6 | 3 | 6 | 3 | 1 | 0 | 9 | 5 | 0 | 0 | 0.913704 |
| 8489 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.912148 |
| 2786 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.908097 |
| 8620 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.908097 |
| 2099 | 4 | 6 | 8 | 0 | 1 | 0 | 0 | 7 | 2 | 0 | 3 | 0 | 2 | 2 | 1 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.906925 |
| 5607 | 5 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.905649 |
| 4619 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.905498 |
| 4742 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 0 | 0 | 5 | 1 | 4 | 0 | 0 | 3 | 2 | 4 | 4 | 5 | 0 | 1 | 0 | 6 | 9 | 0 | 0 | 0.905323 |
| 4592 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.904050 |
| 1984 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.904050 |
| 482 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 3 | 2 | 0 | 0 | 4 | 2 | 9 | 0 | 2 | 1 | 0 | 4 | 9 | 0 | 0 | 0.902116 |
| 1499 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.901405 |
| 6766 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.897572 |
| 8570 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 0 | 0 | 5 | 1 | 7 | 0 | 1 | 2 | 0 | 2 | 5 | 4 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.897572 |
| 715 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 1 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 1 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.896361 |
| 4712 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.895466 |
| 6528 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.895466 |
| 2289 | 5 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 0 | 0 | 0 | 1 | 0 | 0 | 6 | 1 | 6 | 1 | 0 | 0 | 0 | 1 | 1 | 8 | 1 | 1 | 0 | 5 | 9 | 0 | 0 | 0.893538 |
| 7511 | 3 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 1 | 0 | 7 | 9 | 0 | 0 | 0.892740 |
| 865 | 3 | 6 | 2 | 0 | 0 | 0 | 2 | 6 | 2 | 0 | 0 | 0 | 0 | 3 | 0 | 7 | 1 | 5 | 6 | 5 | 4 | 4 | 0 | 0 | 9 | 0 | 1 | 0 | 4 | 9 | 0 | 0 | 0.892472 |
| 5092 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 1 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 3 | 1 | 1 | 2 | 6 | 3 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.888789 |
| 8905 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 1 | 0 | 0 | 1 | 5 | 0 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 3 | 1 | 8 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.886274 |
| 4061 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.885652 |
| 6869 | 4 | 6 | 41 | 0 | 0 | 0 | 0 | 4 | 2 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 1 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 0 | 0.885312 |
| 1078 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 2 | 0 | 0 | 2 | 5 | 2 | 6 | 1 | 7 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.885086 |
| 6596 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 6 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 3 | 0 | 2 | 3 | 1 | 2 | 5 | 2 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.882813 |
| 4036 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.881914 |
| 9169 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.881914 |
| 4807 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 927 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 2153 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.880163 |
| 502 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 2 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.878442 |
| 7173 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 156 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 5244 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 0 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.878202 |
| 2506 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877877 |
| 3656 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877877 |
| 457 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877650 |
| 7104 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 2 | 0 | 0 | 7 | 7 | 0 | 9 | 0 | 6 | 2 | 0 | 9 | 9 | 0 | 5 | 2 | 7 | 0 | 0 | 0 | 5 | 0 | 0 | 0.877650 |
| 496 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 4 | 0 | 0 | 2 | 5 | 1 | 7 | 1 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.877033 |
| 3525 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 7752 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 3943 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.875955 |
| 6394 | 3 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 0 | 0 | 0 | 4 | 7 | 0 | 3 | 1 | 7 | 2 | 2 | 4 | 5 | 0 | 4 | 2 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.874959 |
| 7718 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 2 | 2 | 1 | 7 | 1 | 4 | 0 | 1 | 2 | 2 | 2 | 5 | 4 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.870969 |
| 6113 | 4 | 6 | 33 | 1 | 0 | 0 | 5 | 3 | 2 | 2 | 0 | 5 | 9 | 9 | 0 | 7 | 1 | 2 | 9 | 4 | 4 | 7 | 0 | 3 | 6 | 4 | 1 | 0 | 0 | 9 | 0 | 0 | 0.870673 |
| 182 | 4 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 4 | 0 | 0 | 5 | 5 | 0 | 7 | 1 | 5 | 3 | 0 | 7 | 5 | 0 | 6 | 3 | 5 | 1 | 0 | 0 | 9 | 0 | 0 | 0.870463 |
| 7869 | 0 | 0 | 8 | 1 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 1 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.870443 |
| 1933 | 3 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 1 | 0 | 0 | 1 | 2 | 0 | 5 | 1 | 5 | 1 | 1 | 1 | 1 | 1 | 8 | 1 | 1 | 1 | 0 | 7 | 8 | 0 | 0 | 0.870285 |
| 2612 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 7205 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 4872 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 3940 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.869930 |
| 5172 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 5 | 0 | 1 | 1 | 1 | 3 | 7 | 2 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.869580 |
| 4913 | 0 | 6 | 8 | 1 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 3 | 5 | 2 | 0 | 6 | 0 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0.868458 |
| 3048 | 4 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 2 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 1 | 2 | 0 | 0 | 5 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.868127 |
| 5619 | 3 | 6 | 36 | 1 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 2 | 6 | 6 | 0 | 5 | 1 | 6 | 5 | 4 | 5 | 6 | 1 | 4 | 4 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.868115 |
| 996 | 3 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.867786 |
| 7206 | 3 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.867786 |
| 9658 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 7 | 1 | 5 | 3 | 2 | 0 | 4 | 2 | 6 | 3 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.867241 |
| 3887 | 3 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.866569 |
| 2593 | 4 | 6 | 34 | 1 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 3 | 7 | 9 | 0 | 5 | 1 | 7 | 2 | 2 | 5 | 5 | 0 | 5 | 4 | 4 | 1 | 0 | 4 | 7 | 0 | 0 | 0.864745 |
| 3031 | 4 | 6 | 7 | 0 | 0 | 0 | 1 | 6 | 2 | 4 | 0 | 0 | 1 | 4 | 0 | 7 | 1 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.864100 |
| 8686 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 0 | 4 | 7 | 2 | 7 | 1 | 7 | 0 | 0 | 2 | 5 | 2 | 4 | 2 | 4 | 1 | 0 | 4 | 6 | 0 | 0 | 0.863397 |
| 1725 | 4 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 2 | 0 | 0 | 0 | 5 | 0 | 5 | 1 | 5 | 0 | 1 | 2 | 5 | 4 | 5 | 4 | 1 | 1 | 0 | 3 | 5 | 0 | 0 | 0.858838 |
| 4371 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 3 | 5 | 0 | 6 | 1 | 5 | 0 | 0 | 1 | 3 | 1 | 3 | 2 | 0 | 1 | 0 | 4 | 9 | 0 | 0 | 0.858442 |
| 6917 | 3 | 6 | 36 | 0 | 0 | 0 | 4 | 3 | 1 | 0 | 0 | 0 | 9 | 9 | 0 | 5 | 1 | 4 | 9 | 4 | 4 | 7 | 0 | 2 | 7 | 5 | 1 | 0 | 2 | 9 | 0 | 0 | 0.856713 |
| 784 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 1932 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 7090 | 4 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 6 | 1 | 4 | 0 | 1 | 3 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.854575 |
| 4587 | 4 | 6 | 7 | 0 | 0 | 0 | 1 | 6 | 0 | 4 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.852517 |
| 920 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 4073 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 7215 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 1 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 1 | 9 | 1 | 2 | 8 | 1 | 3 | 3 | 8 | 0 | 0 | 1 | 6 | 0 | 0 | 0.851360 |
| 7641 | 4 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.847089 |
| 7074 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 6 | 0 | 1 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.846254 |
| 7913 | 4 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 6 | 0 | 1 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.846254 |
| 6517 | 3 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 1 | 7 | 4 | 2 | 3 | 7 | 0 | 6 | 3 | 3 | 1 | 0 | 3 | 8 | 0 | 0 | 0.846166 |
| 8481 | 3 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 0 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.845608 |
| 5865 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.845553 |
| 36 | 4 | 6 | 7 | 0 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.842979 |
| 1327 | 0 | 6 | 33 | 0 | 1 | 0 | 3 | 3 | 2 | 2 | 2 | 0 | 9 | 9 | 0 | 7 | 1 | 7 | 9 | 0 | 4 | 9 | 0 | 5 | 4 | 7 | 0 | 0 | 2 | 7 | 0 | 0 | 0.842746 |
| 8222 | 0 | 6 | 10 | 0 | 0 | 0 | 6 | 8 | 0 | 4 | 0 | 0 | 5 | 6 | 0 | 7 | 0 | 2 | 9 | 3 | 0 | 3 | 0 | 5 | 0 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.842512 |
| 427 | 4 | 0 | 12 | 0 | 1 | 0 | 2 | 7 | 2 | 7 | 2 | 0 | 6 | 9 | 0 | 9 | 1 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 1 | 0 | 5 | 9 | 0 | 0 | 0.841989 |
| 9622 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 4 | 8 | 0 | 7 | 1 | 4 | 1 | 1 | 6 | 4 | 3 | 6 | 1 | 2 | 1 | 0 | 3 | 6 | 0 | 0 | 0.840605 |
| 430 | 3 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 7 | 8 | 0 | 6 | 1 | 7 | 6 | 6 | 6 | 5 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 0 | 0 | 0.840568 |
| 4817 | 3 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 7 | 8 | 0 | 6 | 1 | 7 | 6 | 6 | 6 | 5 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 0 | 0 | 0.840568 |
| 1481 | 3 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 7 | 8 | 0 | 6 | 1 | 7 | 6 | 6 | 6 | 5 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 0 | 0 | 0.840568 |
| 1588 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.840103 |
| 9304 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 4 | 0 | 2 | 2 | 1 | 2 | 4 | 5 | 1 | 1 | 0 | 5 | 8 | 0 | 0 | 0.837948 |
| 1146 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 2 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 4 | 0 | 2 | 2 | 1 | 2 | 4 | 5 | 1 | 1 | 0 | 5 | 8 | 0 | 0 | 0.837948 |
| 5054 | 5 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 2 | 4 | 0 | 0 | 2 | 2 | 0 | 6 | 1 | 5 | 6 | 0 | 4 | 2 | 0 | 2 | 5 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.837931 |
| 9239 | 4 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 1 | 7 | 4 | 2 | 3 | 7 | 0 | 6 | 3 | 3 | 1 | 0 | 3 | 8 | 0 | 0 | 0.837666 |
| 4808 | 4 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 1 | 7 | 4 | 2 | 3 | 7 | 0 | 6 | 3 | 3 | 1 | 0 | 3 | 8 | 0 | 0 | 0.837666 |
| 7004 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 3 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 2 | 5 | 2 | 4 | 2 | 4 | 1 | 0 | 4 | 6 | 0 | 0 | 0.837511 |
| 2434 | 3 | 6 | 23 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 4 | 8 | 0 | 0 | 7 | 1 | 1 | 4 | 4 | 1 | 0 | 5 | 4 | 0 | 0 | 0.837104 |
| 461 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 2 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 7 | 1 | 2 | 3 | 2 | 2 | 5 | 2 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.836161 |
| 5101 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 5 | 4 | 3 | 4 | 2 | 0 | 3 | 4 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.835582 |
| 534 | 4 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 5 | 4 | 3 | 4 | 2 | 0 | 3 | 4 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.835582 |
| 508 | 5 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 4 | 9 | 0 | 5 | 1 | 9 | 1 | 1 | 4 | 8 | 0 | 4 | 5 | 8 | 2 | 0 | 0 | 9 | 0 | 0 | 0.831167 |
| 923 | 4 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 0 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 6 | 0 | 4 | 4 | 9 | 0 | 4 | 5 | 5 | 1 | 0 | 3 | 5 | 0 | 0 | 0.830572 |
| 8829 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 1 | 3 | 2 | 8 | 1 | 6 | 0 | 1 | 3 | 2 | 2 | 8 | 1 | 2 | 1 | 0 | 5 | 9 | 0 | 0 | 0.830205 |
| 5326 | 3 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 1 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 4 | 1 | 1 | 1 | 5 | 4 | 1 | 1 | 0 | 5 | 6 | 0 | 0 | 0.829590 |
| 4149 | 0 | 6 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 7 | 0 | 0 | 3 | 7 | 0 | 9 | 0 | 2 | 4 | 2 | 7 | 3 | 3 | 7 | 0 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0.828546 |
| 9028 | 3 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 1 | 6 | 9 | 1 | 5 | 4 | 3 | 5 | 4 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.828086 |
| 17 | 3 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 7 | 7 | 0 | 6 | 1 | 5 | 4 | 5 | 6 | 7 | 0 | 7 | 2 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.827731 |
| 2029 | 4 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 6 | 0 | 0 | 1 | 6 | 0 | 7 | 1 | 4 | 7 | 1 | 5 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 7 | 0 | 0 | 0.825382 |
| 5106 | 4 | 6 | 10 | 0 | 0 | 0 | 3 | 8 | 2 | 5 | 0 | 0 | 3 | 5 | 1 | 9 | 1 | 3 | 1 | 1 | 2 | 3 | 3 | 8 | 1 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.824711 |
| 3393 | 4 | 6 | 38 | 0 | 0 | 0 | 4 | 4 | 2 | 3 | 0 | 0 | 5 | 8 | 0 | 6 | 1 | 5 | 6 | 3 | 3 | 3 | 2 | 3 | 4 | 2 | 1 | 0 | 3 | 4 | 0 | 0 | 0.823870 |
| 3094 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.823803 |
| 2147 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.823803 |
| 2179 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.821934 |
| 406 | 4 | 6 | 11 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 7 | 1 | 1 | 4 | 2 | 2 | 4 | 3 | 0 | 2 | 0 | 3 | 9 | 0 | 0 | 0.821728 |
| 6922 | 3 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 0 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.821338 |
| 4929 | 3 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 0 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 1 | 0 | 4 | 7 | 0 | 0 | 0.821338 |
| 4216 | 4 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 1 | 0 | 5 | 9 | 0 | 0 | 0.821052 |
| 8284 | 4 | 6 | 3 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 3 | 7 | 0 | 6 | 0 | 4 | 6 | 1 | 3 | 3 | 3 | 2 | 5 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.820938 |
| 3210 | 3 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 2 | 3 | 0 | 0 | 4 | 4 | 0 | 6 | 1 | 5 | 0 | 1 | 4 | 2 | 1 | 4 | 3 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.820379 |
| 7792 | 4 | 6 | 38 | 0 | 0 | 0 | 5 | 3 | 2 | 4 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 5 | 3 | 2 | 0 | 3 | 1 | 2 | 3 | 2 | 1 | 0 | 3 | 2 | 0 | 0 | 0.819853 |
| 4078 | 4 | 5 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 1 | 9 | 1 | 5 | 1 | 1 | 4 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 4 | 8 | 0 | 0 | 0.819799 |
| 6981 | 3 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 6 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 3 | 0 | 2 | 3 | 1 | 2 | 5 | 2 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.818901 |
| 3431 | 4 | 6 | 13 | 0 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.818655 |
| 7976 | 4 | 6 | 13 | 0 | 0 | 0 | 0 | 6 | 2 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.818655 |
| 7486 | 4 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.817051 |
| 6265 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 3 | 5 | 0 | 6 | 1 | 5 | 0 | 0 | 1 | 3 | 1 | 3 | 2 | 0 | 2 | 0 | 4 | 9 | 0 | 0 | 0.817002 |
| 6741 | 3 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 0 | 0 | 0 | 9 | 9 | 0 | 7 | 1 | 6 | 9 | 0 | 5 | 6 | 0 | 6 | 3 | 6 | 1 | 0 | 2 | 9 | 0 | 0 | 0.816758 |
| 1998 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 0 | 3 | 0 | 0 | 1 | 2 | 0 | 7 | 0 | 5 | 0 | 1 | 1 | 0 | 1 | 6 | 2 | 0 | 1 | 0 | 6 | 7 | 0 | 0 | 0.816189 |
| 65 | 4 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 1 | 8 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 1 | 1 | 0 | 3 | 9 | 0 | 0 | 0.814581 |
| 2270 | 0 | 0 | 7 | 1 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 2 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 0 | 0 | 3 | 7 | 0 | 0 | 0.814132 |
| 26 | 0 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 0 | 5 | 8 | 2 | 3 | 2 | 3 | 6 | 3 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.813935 |
| 3654 | 0 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 0 | 5 | 8 | 2 | 3 | 2 | 3 | 6 | 3 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.813935 |
| 6291 | 4 | 6 | 37 | 0 | 0 | 0 | 5 | 4 | 2 | 9 | 0 | 0 | 6 | 5 | 0 | 6 | 1 | 4 | 7 | 0 | 3 | 5 | 3 | 2 | 4 | 0 | 1 | 0 | 1 | 7 | 0 | 0 | 0.812599 |
| 2157 | 4 | 6 | 36 | 0 | 0 | 0 | 0 | 3 | 2 | 4 | 0 | 0 | 4 | 7 | 0 | 7 | 1 | 7 | 4 | 0 | 3 | 5 | 2 | 4 | 3 | 4 | 1 | 0 | 4 | 6 | 0 | 0 | 0.812254 |
| 6009 | 4 | 0 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 6 | 0 | 0 | 3 | 7 | 0 | 4 | 1 | 3 | 2 | 2 | 3 | 2 | 3 | 3 | 5 | 1 | 1 | 0 | 2 | 6 | 0 | 0 | 0.811512 |
| 2501 | 4 | 0 | 12 | 0 | 0 | 0 | 3 | 7 | 2 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 6 | 0 | 1 | 4 | 4 | 5 | 4 | 3 | 4 | 1 | 0 | 3 | 7 | 0 | 0 | 0.806616 |
| 5174 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.806514 |
| 4570 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.806514 |
| 1199 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.806514 |
| 568 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.806514 |
| 3861 | 4 | 6 | 3 | 0 | 0 | 0 | 1 | 6 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 5 | 2 | 1 | 2 | 4 | 1 | 2 | 6 | 4 | 1 | 0 | 4 | 5 | 0 | 0 | 0.805931 |
| 7632 | 4 | 6 | 3 | 0 | 0 | 0 | 1 | 6 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 5 | 2 | 1 | 2 | 4 | 1 | 2 | 6 | 4 | 1 | 0 | 4 | 5 | 0 | 0 | 0.805931 |
| 2989 | 4 | 6 | 3 | 0 | 0 | 0 | 1 | 6 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 5 | 2 | 1 | 2 | 4 | 1 | 2 | 6 | 4 | 1 | 0 | 4 | 5 | 0 | 0 | 0.805931 |
| 4965 | 4 | 6 | 3 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 3 | 7 | 0 | 6 | 1 | 4 | 6 | 1 | 3 | 3 | 3 | 2 | 5 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.805728 |
| 2307 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.805054 |
| 8190 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.805054 |
| 6107 | 4 | 6 | 7 | 0 | 1 | 0 | 1 | 6 | 2 | 4 | 2 | 0 | 1 | 4 | 1 | 7 | 1 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.803899 |
| 369 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.803893 |
| 7686 | 3 | 6 | 24 | 0 | 0 | 0 | 2 | 2 | 2 | 6 | 0 | 0 | 2 | 8 | 0 | 4 | 1 | 2 | 8 | 1 | 5 | 2 | 4 | 2 | 4 | 1 | 1 | 0 | 1 | 5 | 0 | 0 | 0.803855 |
| 6388 | 4 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 2 | 4 | 0 | 0 | 3 | 8 | 1 | 6 | 1 | 4 | 0 | 3 | 6 | 3 | 0 | 5 | 4 | 2 | 1 | 0 | 0 | 7 | 0 | 0 | 0.803724 |
| 810 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 3 | 5 | 0 | 6 | 0 | 5 | 0 | 0 | 1 | 3 | 1 | 3 | 2 | 0 | 1 | 0 | 4 | 9 | 0 | 0 | 0.802936 |
| 1776 | 3 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 3 | 0 | 0 | 3 | 6 | 0 | 7 | 1 | 6 | 3 | 1 | 4 | 3 | 1 | 6 | 3 | 2 | 1 | 0 | 3 | 8 | 0 | 0 | 0.802632 |
| 8447 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 4 | 9 | 0 | 5 | 1 | 9 | 1 | 1 | 4 | 8 | 0 | 4 | 5 | 8 | 1 | 0 | 0 | 9 | 0 | 0 | 0.801509 |
| 2651 | 4 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 2 | 7 | 0 | 0 | 0 | 7 | 1 | 7 | 1 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.800937 |
| 7612 | 0 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 0 | 3 | 0 | 0 | 1 | 2 | 0 | 7 | 0 | 5 | 0 | 1 | 1 | 0 | 1 | 6 | 2 | 0 | 0 | 0 | 6 | 7 | 0 | 0 | 0.800802 |
| 3811 | 4 | 6 | 11 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 6 | 0 | 6 | 1 | 3 | 4 | 1 | 2 | 2 | 3 | 3 | 5 | 2 | 1 | 0 | 4 | 5 | 0 | 0 | 0.799979 |
| 3098 | 4 | 0 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 7 | 0 | 0 | 4 | 9 | 0 | 9 | 1 | 4 | 2 | 0 | 0 | 3 | 3 | 8 | 0 | 1 | 1 | 0 | 4 | 9 | 0 | 0 | 0.799604 |
| 6264 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 3 | 0 | 2 | 0 | 0 | 2 | 0 | 0 | 4 | 4 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.799122 |
| 3979 | 3 | 6 | 35 | 0 | 0 | 0 | 5 | 5 | 2 | 2 | 0 | 0 | 7 | 8 | 0 | 5 | 1 | 7 | 3 | 5 | 2 | 6 | 0 | 3 | 1 | 3 | 1 | 0 | 3 | 4 | 0 | 0 | 0.799023 |
| 3450 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 0 | 3 | 0 | 0 | 3 | 3 | 0 | 9 | 0 | 9 | 0 | 2 | 0 | 3 | 2 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.798950 |
| 8185 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 7 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 0 | 4 | 9 | 0 | 0 | 0.798835 |
| 2382 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 7 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 0 | 4 | 9 | 0 | 0 | 0.798835 |
| 1300 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 1 | 0 | 0 | 3 | 7 | 0 | 7 | 1 | 7 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 4 | 1 | 0 | 4 | 9 | 0 | 0 | 0.798835 |
| 5627 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 7 | 7 | 0 | 6 | 1 | 4 | 5 | 2 | 4 | 6 | 1 | 6 | 3 | 4 | 1 | 0 | 3 | 9 | 0 | 0 | 0.797821 |
| 5712 | 4 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 5 | 1 | 1 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.797743 |
| 9782 | 4 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 6 | 1 | 5 | 1 | 1 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.797743 |
| 7481 | 4 | 6 | 39 | 0 | 0 | 0 | 6 | 5 | 2 | 6 | 0 | 0 | 4 | 8 | 0 | 5 | 1 | 3 | 8 | 2 | 3 | 5 | 2 | 2 | 6 | 1 | 1 | 0 | 1 | 5 | 0 | 0 | 0.797329 |
| 6020 | 4 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.797113 |
| 2881 | 4 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.797113 |
| 5966 | 4 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 2 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.797113 |
| 386 | 4 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 3 | 6 | 2 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.796174 |
| 476 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 6 | 0 | 0 | 3 | 3 | 0 | 9 | 1 | 7 | 4 | 2 | 3 | 3 | 3 | 5 | 4 | 0 | 1 | 0 | 3 | 9 | 0 | 0 | 0.795998 |
| 2004 | 3 | 6 | 2 | 0 | 0 | 0 | 3 | 6 | 2 | 4 | 0 | 0 | 1 | 5 | 0 | 5 | 1 | 5 | 2 | 1 | 1 | 1 | 3 | 4 | 4 | 1 | 1 | 0 | 4 | 5 | 0 | 0 | 0.795479 |
| 7749 | 0 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 3 | 7 | 0 | 7 | 0 | 7 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 4 | 0 | 0 | 4 | 9 | 0 | 0 | 0.795283 |
| 578 | 0 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 1 | 0 | 0 | 3 | 7 | 0 | 7 | 0 | 7 | 2 | 4 | 3 | 2 | 1 | 3 | 4 | 4 | 0 | 0 | 4 | 9 | 0 | 0 | 0.795283 |
| 220 | 3 | 6 | 31 | 1 | 0 | 0 | 1 | 1 | 2 | 4 | 0 | 1 | 6 | 7 | 0 | 7 | 1 | 0 | 7 | 2 | 8 | 6 | 1 | 3 | 6 | 3 | 1 | 0 | 0 | 8 | 0 | 0 | 0.794740 |
| 1136 | 4 | 6 | 7 | 0 | 1 | 0 | 2 | 6 | 2 | 4 | 3 | 0 | 2 | 5 | 1 | 7 | 1 | 2 | 3 | 2 | 3 | 2 | 3 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.794676 |
| 4182 | 3 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 7 | 0 | 0 | 2 | 6 | 0 | 8 | 1 | 7 | 2 | 1 | 6 | 2 | 4 | 5 | 3 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.794269 |
| 6583 | 5 | 6 | 6 | 0 | 0 | 0 | 3 | 8 | 2 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 5 | 0 | 0 | 6 | 0 | 6 | 4 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.793872 |
| 6220 | 0 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 0 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0.793257 |
| 7113 | 0 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 0 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 0 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 0 | 0 | 2 | 7 | 0 | 0 | 0.793257 |
| 2192 | 4 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.793202 |
| 7717 | 0 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 0 | 5 | 0 | 0 | 2 | 0 | 2 | 5 | 3 | 0 | 0 | 0 | 3 | 9 | 0 | 0 | 0.792948 |
| 3775 | 3 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 8 | 1 | 7 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.792478 |
| 9125 | 4 | 6 | 7 | 0 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.792411 |
| 7791 | 4 | 6 | 7 | 0 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.792411 |
| 8719 | 4 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 7 | 0 | 0 | 0.791814 |
| 397 | 4 | 6 | 33 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 7 | 0 | 0 | 0.791814 |
| 7175 | 3 | 6 | 5 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 3 | 7 | 0 | 6 | 0 | 4 | 6 | 1 | 3 | 3 | 3 | 2 | 5 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.791761 |
| 4871 | 4 | 6 | 2 | 0 | 0 | 0 | 3 | 6 | 2 | 1 | 0 | 0 | 4 | 3 | 0 | 6 | 1 | 4 | 3 | 0 | 1 | 3 | 1 | 5 | 2 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.791332 |
| 2119 | 0 | 6 | 9 | 0 | 0 | 0 | 0 | 4 | 0 | 3 | 0 | 0 | 5 | 9 | 0 | 7 | 0 | 6 | 4 | 3 | 9 | 4 | 0 | 8 | 1 | 4 | 0 | 0 | 0 | 9 | 0 | 0 | 0.791240 |
| 5906 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.791005 |
| 7864 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.791005 |
| 4715 | 4 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.791005 |
| 4907 | 3 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 0 | 1 | 0 | 0 | 7 | 7 | 0 | 6 | 0 | 5 | 4 | 5 | 6 | 7 | 0 | 7 | 2 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.790897 |
| 8038 | 4 | 6 | 3 | 0 | 1 | 0 | 1 | 6 | 2 | 5 | 3 | 0 | 3 | 7 | 0 | 7 | 1 | 7 | 1 | 2 | 6 | 2 | 1 | 3 | 6 | 0 | 1 | 0 | 1 | 9 | 0 | 0 | 0.789794 |
| 8061 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 3 | 0 | 0 | 2 | 2 | 0 | 6 | 1 | 1 | 0 | 2 | 3 | 2 | 3 | 5 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.788979 |
| 702 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 3 | 0 | 0 | 2 | 2 | 0 | 6 | 1 | 1 | 0 | 2 | 3 | 2 | 3 | 5 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.788979 |
| 4550 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 3 | 0 | 0 | 2 | 2 | 0 | 6 | 1 | 1 | 0 | 2 | 3 | 2 | 3 | 5 | 4 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.788979 |
| 6843 | 3 | 6 | 38 | 0 | 0 | 0 | 4 | 4 | 2 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 7 | 4 | 4 | 5 | 1 | 6 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.788616 |
| 7557 | 4 | 6 | 30 | 0 | 0 | 0 | 7 | 2 | 1 | 5 | 0 | 0 | 7 | 5 | 0 | 5 | 1 | 7 | 5 | 5 | 2 | 6 | 0 | 2 | 4 | 0 | 1 | 0 | 0 | 5 | 0 | 0 | 0.788558 |
| 3769 | 4 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 2 | 5 | 0 | 0 | 4 | 8 | 0 | 4 | 1 | 5 | 8 | 2 | 4 | 3 | 2 | 3 | 3 | 1 | 1 | 0 | 1 | 3 | 0 | 0 | 0.788123 |
| 9522 | 4 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 2 | 5 | 0 | 0 | 4 | 8 | 0 | 4 | 1 | 5 | 8 | 2 | 4 | 3 | 2 | 3 | 3 | 1 | 1 | 0 | 1 | 3 | 0 | 0 | 0.788123 |
| 9599 | 4 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 2 | 5 | 0 | 0 | 4 | 8 | 0 | 4 | 1 | 5 | 8 | 2 | 4 | 3 | 2 | 3 | 3 | 1 | 1 | 0 | 1 | 3 | 0 | 0 | 0.788123 |
| 9543 | 4 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.786440 |
| 9243 | 4 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 1 | 0 | 2 | 8 | 0 | 0 | 0.786440 |
| 9124 | 0 | 0 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 1 | 0 | 0 | 5 | 7 | 0 | 7 | 0 | 3 | 3 | 2 | 3 | 4 | 1 | 2 | 5 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.785660 |
| 6051 | 4 | 6 | 3 | 0 | 0 | 0 | 2 | 6 | 2 | 2 | 0 | 0 | 1 | 3 | 1 | 7 | 1 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.785191 |
| 6814 | 3 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.785109 |
| 2421 | 3 | 6 | 39 | 0 | 0 | 0 | 2 | 5 | 2 | 0 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 7 | 1 | 4 | 3 | 2 | 0 | 7 | 2 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.785109 |
| 3503 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.783476 |
| 240 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.783476 |
| 5393 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.783476 |
| 2407 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 1 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 3 | 1 | 1 | 2 | 6 | 3 | 1 | 0 | 0 | 3 | 6 | 0 | 0 | 0.783084 |
| 2578 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 2 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 1 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.781867 |
| 2944 | 0 | 6 | 30 | 0 | 0 | 0 | 3 | 2 | 0 | 1 | 0 | 0 | 6 | 9 | 0 | 3 | 0 | 7 | 8 | 8 | 6 | 4 | 1 | 2 | 2 | 1 | 0 | 0 | 0 | 5 | 0 | 0 | 0.781234 |
| 705 | 4 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.780912 |
| 7656 | 4 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.780912 |
| 6392 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.780833 |
| 6632 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.780833 |
| 9211 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.780833 |
| 2297 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.780833 |
| 5954 | 0 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 7 | 0 | 0 | 6 | 9 | 0 | 9 | 0 | 2 | 0 | 2 | 0 | 6 | 2 | 9 | 0 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.780833 |
| 6152 | 3 | 6 | 6 | 0 | 1 | 0 | 1 | 8 | 2 | 0 | 2 | 0 | 2 | 4 | 0 | 8 | 1 | 5 | 2 | 2 | 1 | 1 | 0 | 6 | 3 | 1 | 1 | 0 | 5 | 7 | 0 | 0 | 0.780831 |
| 4938 | 4 | 6 | 39 | 0 | 1 | 0 | 7 | 5 | 2 | 0 | 2 | 0 | 9 | 7 | 0 | 7 | 1 | 5 | 7 | 3 | 2 | 6 | 0 | 2 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 0 | 0.780424 |
| 1882 | 3 | 6 | 3 | 0 | 0 | 0 | 2 | 6 | 2 | 2 | 0 | 0 | 2 | 3 | 0 | 5 | 1 | 7 | 2 | 1 | 1 | 2 | 2 | 4 | 4 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.779694 |
| 8920 | 4 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 2 | 6 | 0 | 0 | 3 | 8 | 0 | 5 | 1 | 3 | 6 | 2 | 6 | 3 | 2 | 6 | 2 | 0 | 1 | 0 | 2 | 7 | 0 | 0 | 0.779361 |
| 187 | 4 | 6 | 38 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 3 | 1 | 2 | 3 | 1 | 4 | 4 | 3 | 1 | 0 | 3 | 7 | 0 | 0 | 0.779284 |
| 2732 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 9 | 0 | 0 | 0 | 5 | 0 | 6 | 0 | 4 | 0 | 0 | 0 | 0 | 0 | 9 | 0 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.778783 |
| 910 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 5 | 6 | 2 | 6 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.778692 |
| 4525 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 7064 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 5987 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 5413 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 8665 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 5471 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 5 | 0 | 0 | 2 | 2 | 0 | 7 | 1 | 6 | 0 | 0 | 5 | 2 | 2 | 6 | 3 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.777761 |
| 2986 | 4 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 1 | 3 | 1 | 5 | 0 | 2 | 1 | 1 | 2 | 8 | 1 | 1 | 1 | 0 | 4 | 9 | 0 | 0 | 0.777177 |
| 985 | 3 | 6 | 7 | 0 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.776045 |
| 8124 | 0 | 6 | 6 | 0 | 0 | 0 | 1 | 8 | 2 | 0 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 5 | 0 | 0 | 2 | 0 | 2 | 5 | 3 | 0 | 0 | 0 | 3 | 9 | 0 | 0 | 0.775855 |
| 8225 | 4 | 6 | 2 | 0 | 0 | 0 | 0 | 6 | 2 | 2 | 0 | 0 | 3 | 2 | 0 | 7 | 1 | 6 | 2 | 1 | 5 | 3 | 2 | 5 | 4 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.775802 |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 3118 | 4 | 0 | 12 | 0 | 0 | 0 | 2 | 7 | 1 | 6 | 0 | 0 | 2 | 4 | 0 | 9 | 1 | 3 | 0 | 2 | 3 | 1 | 2 | 5 | 2 | 0 | 1 | 0 | 5 | 5 | 0 | 0 | 0.554466 |
| 5292 | 3 | 0 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 6 | 0 | 0 | 4 | 9 | 0 | 9 | 0 | 3 | 2 | 0 | 0 | 4 | 2 | 9 | 0 | 2 | 1 | 0 | 4 | 9 | 0 | 0 | 0.554368 |
| 4633 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 5 | 0 | 0 | 5 | 9 | 0 | 5 | 1 | 5 | 2 | 2 | 7 | 5 | 2 | 8 | 1 | 2 | 1 | 0 | 2 | 8 | 0 | 0 | 0.553684 |
| 1226 | 3 | 6 | 11 | 0 | 0 | 0 | 5 | 6 | 2 | 9 | 0 | 0 | 6 | 5 | 0 | 6 | 1 | 4 | 7 | 0 | 3 | 5 | 3 | 2 | 4 | 0 | 1 | 0 | 1 | 7 | 0 | 0 | 0.553347 |
| 8500 | 4 | 6 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 2 | 0 | 0 | 2 | 4 | 0 | 3 | 1 | 5 | 0 | 0 | 0 | 0 | 2 | 5 | 3 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.553258 |
| 9706 | 5 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 3 | 0 | 0 | 5 | 6 | 0 | 4 | 1 | 7 | 4 | 2 | 3 | 3 | 1 | 4 | 3 | 1 | 1 | 0 | 2 | 5 | 0 | 0 | 0.553182 |
| 7964 | 0 | 0 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 5 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 3 | 6 | 1 | 4 | 1 | 3 | 5 | 3 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.551537 |
| 3882 | 0 | 0 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 5 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 3 | 6 | 1 | 4 | 1 | 3 | 5 | 3 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.551537 |
| 1225 | 0 | 0 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 5 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 3 | 6 | 1 | 4 | 1 | 3 | 5 | 3 | 1 | 0 | 0 | 3 | 7 | 0 | 0 | 0.551537 |
| 6550 | 4 | 6 | 6 | 0 | 0 | 0 | 3 | 8 | 2 | 4 | 0 | 0 | 5 | 7 | 2 | 6 | 1 | 2 | 2 | 0 | 3 | 4 | 0 | 5 | 3 | 5 | 1 | 0 | 3 | 3 | 0 | 0 | 0.551137 |
| 6313 | 3 | 0 | 39 | 0 | 0 | 0 | 0 | 5 | 0 | 4 | 0 | 0 | 3 | 2 | 0 | 7 | 0 | 7 | 0 | 1 | 6 | 3 | 5 | 5 | 4 | 2 | 1 | 0 | 3 | 8 | 0 | 0 | 0.551087 |
| 4923 | 4 | 5 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 5 | 8 | 0 | 7 | 1 | 5 | 3 | 2 | 5 | 2 | 1 | 5 | 4 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.550869 |
| 4632 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 2 | 0 | 0 | 5 | 9 | 0 | 9 | 1 | 4 | 0 | 3 | 5 | 5 | 2 | 6 | 3 | 5 | 1 | 0 | 4 | 9 | 0 | 0 | 0.550770 |
| 8213 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 2 | 0 | 0 | 5 | 9 | 0 | 9 | 1 | 4 | 0 | 3 | 5 | 5 | 2 | 6 | 3 | 5 | 1 | 0 | 4 | 9 | 0 | 0 | 0.550770 |
| 2773 | 4 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 2 | 0 | 0 | 5 | 9 | 0 | 9 | 1 | 4 | 0 | 3 | 5 | 5 | 2 | 6 | 3 | 5 | 1 | 0 | 4 | 9 | 0 | 0 | 0.550770 |
| 6976 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 4 | 1 | 0 | 5 | 3 | 3 | 6 | 3 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.550764 |
| 4337 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 4 | 1 | 0 | 5 | 3 | 3 | 6 | 3 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.550764 |
| 24 | 0 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 4 | 1 | 0 | 5 | 3 | 3 | 6 | 3 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.550764 |
| 642 | 2 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 7 | 7 | 0 | 6 | 1 | 5 | 4 | 5 | 6 | 7 | 0 | 7 | 2 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.550275 |
| 5760 | 2 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 2 | 1 | 0 | 0 | 7 | 7 | 0 | 6 | 1 | 5 | 4 | 5 | 6 | 7 | 0 | 7 | 2 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.550275 |
| 1447 | 0 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 0 | 1 | 0 | 0 | 3 | 4 | 0 | 9 | 0 | 3 | 0 | 3 | 3 | 1 | 1 | 2 | 7 | 1 | 0 | 0 | 4 | 8 | 0 | 0 | 0.550247 |
| 9250 | 0 | 6 | 3 | 0 | 0 | 0 | 3 | 6 | 0 | 1 | 0 | 0 | 3 | 4 | 0 | 9 | 0 | 3 | 0 | 3 | 3 | 1 | 1 | 2 | 7 | 1 | 0 | 0 | 4 | 8 | 0 | 0 | 0.550247 |
| 3243 | 4 | 6 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 3 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 7 | 0 | 0 | 8 | 3 | 1 | 6 | 3 | 4 | 1 | 0 | 1 | 8 | 0 | 0 | 0.550032 |
| 1812 | 0 | 6 | 9 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 0 | 3 | 6 | 1 | 3 | 1 | 2 | 5 | 4 | 1 | 0 | 0 | 1 | 7 | 0 | 0 | 0.550023 |
| 6542 | 0 | 6 | 9 | 0 | 0 | 0 | 5 | 4 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 0 | 3 | 6 | 1 | 3 | 1 | 2 | 5 | 4 | 1 | 0 | 0 | 1 | 7 | 0 | 0 | 0.550023 |
| 1006 | 4 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 1 | 8 | 0 | 1 | 6 | 4 | 2 | 7 | 2 | 1 | 1 | 0 | 3 | 9 | 0 | 0 | 0.549821 |
| 5647 | 4 | 6 | 10 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 1 | 2 | 0 | 7 | 1 | 4 | 0 | 1 | 2 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 9 | 0 | 0 | 0.549756 |
| 7516 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 2 | 0 | 0 | 1 | 5 | 0 | 7 | 0 | 5 | 0 | 1 | 1 | 1 | 3 | 7 | 2 | 2 | 0 | 0 | 4 | 6 | 0 | 0 | 0.549383 |
| 8450 | 3 | 6 | 34 | 0 | 1 | 0 | 0 | 6 | 2 | 5 | 3 | 0 | 3 | 5 | 0 | 5 | 1 | 4 | 2 | 1 | 2 | 4 | 1 | 4 | 5 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.548930 |
| 6805 | 0 | 6 | 11 | 0 | 0 | 0 | 2 | 7 | 0 | 4 | 0 | 0 | 2 | 4 | 0 | 9 | 0 | 4 | 1 | 3 | 3 | 3 | 2 | 6 | 3 | 1 | 0 | 0 | 5 | 9 | 0 | 0 | 0.548842 |
| 7093 | 4 | 6 | 10 | 0 | 0 | 0 | 0 | 8 | 2 | 2 | 0 | 0 | 0 | 2 | 0 | 7 | 1 | 7 | 0 | 0 | 0 | 0 | 2 | 6 | 3 | 0 | 1 | 0 | 7 | 9 | 0 | 0 | 0.548800 |
| 1786 | 0 | 6 | 7 | 0 | 0 | 0 | 2 | 6 | 0 | 2 | 0 | 0 | 2 | 3 | 0 | 5 | 0 | 3 | 6 | 0 | 1 | 2 | 3 | 4 | 5 | 2 | 0 | 0 | 4 | 6 | 0 | 0 | 0.548618 |
| 4017 | 3 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 1 | 4 | 0 | 0 | 2 | 6 | 1 | 7 | 1 | 2 | 0 | 0 | 5 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.548525 |
| 328 | 3 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 3 | 0 | 0 | 4 | 6 | 0 | 8 | 1 | 8 | 8 | 1 | 3 | 3 | 3 | 5 | 2 | 4 | 1 | 0 | 4 | 8 | 0 | 0 | 0.548123 |
| 4089 | 0 | 0 | 38 | 0 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 4 | 3 | 1 | 4 | 4 | 2 | 4 | 3 | 3 | 0 | 0 | 2 | 5 | 0 | 0 | 0.548068 |
| 109 | 4 | 6 | 36 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 9 | 7 | 0 | 6 | 1 | 4 | 9 | 4 | 4 | 5 | 0 | 9 | 0 | 5 | 1 | 0 | 5 | 7 | 0 | 0 | 0.547284 |
| 7520 | 1 | 6 | 4 | 0 | 0 | 0 | 2 | 5 | 2 | 5 | 0 | 0 | 1 | 5 | 0 | 7 | 1 | 1 | 8 | 1 | 2 | 1 | 4 | 3 | 5 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.545976 |
| 6086 | 0 | 0 | 1 | 0 | 0 | 0 | 2 | 8 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 0 | 0 | 5 | 6 | 0 | 0 | 0.545853 |
| 453 | 4 | 6 | 38 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 2 | 6 | 1 | 5 | 3 | 1 | 2 | 3 | 2 | 5 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.545805 |
| 2629 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.545751 |
| 4094 | 3 | 6 | 25 | 0 | 0 | 0 | 4 | 1 | 2 | 3 | 0 | 0 | 6 | 7 | 0 | 6 | 1 | 4 | 9 | 4 | 4 | 6 | 1 | 2 | 4 | 2 | 1 | 0 | 1 | 5 | 0 | 0 | 0.545073 |
| 1927 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 0 | 5 | 8 | 0 | 7 | 0 | 5 | 3 | 2 | 5 | 2 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.544928 |
| 5999 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 0 | 5 | 8 | 0 | 7 | 0 | 5 | 3 | 2 | 5 | 2 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.544928 |
| 6294 | 0 | 0 | 31 | 0 | 0 | 0 | 3 | 1 | 1 | 0 | 0 | 0 | 8 | 9 | 0 | 6 | 1 | 2 | 6 | 4 | 6 | 3 | 0 | 6 | 1 | 2 | 0 | 0 | 0 | 6 | 0 | 0 | 0.544922 |
| 5421 | 4 | 0 | 11 | 0 | 0 | 0 | 0 | 6 | 0 | 6 | 0 | 0 | 8 | 7 | 0 | 5 | 0 | 7 | 1 | 3 | 3 | 8 | 0 | 2 | 7 | 0 | 1 | 0 | 5 | 7 | 0 | 0 | 0.544711 |
| 34 | 3 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 4 | 1 | 0 | 5 | 3 | 3 | 6 | 3 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.544103 |
| 1122 | 3 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 2 | 4 | 0 | 8 | 0 | 4 | 1 | 0 | 5 | 3 | 3 | 6 | 3 | 3 | 1 | 0 | 4 | 8 | 0 | 0 | 0.544103 |
| 7897 | 4 | 6 | 11 | 0 | 0 | 0 | 0 | 6 | 2 | 5 | 0 | 0 | 6 | 5 | 1 | 5 | 1 | 9 | 2 | 2 | 4 | 6 | 3 | 9 | 0 | 3 | 1 | 0 | 5 | 9 | 0 | 0 | 0.544042 |
| 4117 | 3 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 2 | 6 | 0 | 0 | 5 | 6 | 0 | 6 | 1 | 5 | 2 | 0 | 4 | 5 | 4 | 9 | 0 | 3 | 1 | 0 | 5 | 7 | 0 | 0 | 0.543620 |
| 5676 | 0 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 7 | 0 | 5 | 1 | 1 | 3 | 3 | 3 | 7 | 2 | 3 | 0 | 0 | 4 | 7 | 0 | 0 | 0.543266 |
| 5663 | 6 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 9 | 1 | 5 | 1 | 1 | 4 | 2 | 4 | 7 | 2 | 2 | 1 | 0 | 4 | 8 | 0 | 0 | 0.543058 |
| 3996 | 3 | 6 | 31 | 0 | 0 | 0 | 7 | 1 | 2 | 0 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 2 | 7 | 4 | 2 | 4 | 0 | 6 | 2 | 4 | 1 | 0 | 0 | 6 | 0 | 0 | 0.543031 |
| 1119 | 4 | 0 | 7 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 6 | 1 | 5 | 4 | 2 | 2 | 3 | 2 | 5 | 4 | 1 | 1 | 0 | 6 | 7 | 0 | 0 | 0.542589 |
| 2422 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 2 | 0 | 0 | 5 | 5 | 0 | 5 | 0 | 7 | 1 | 1 | 3 | 4 | 1 | 6 | 3 | 3 | 0 | 0 | 4 | 8 | 0 | 0 | 0.541754 |
| 5933 | 4 | 6 | 39 | 0 | 0 | 0 | 1 | 5 | 2 | 3 | 0 | 0 | 2 | 7 | 0 | 7 | 1 | 7 | 6 | 3 | 3 | 4 | 2 | 2 | 5 | 3 | 2 | 0 | 3 | 9 | 0 | 0 | 0.540961 |
| 7224 | 0 | 0 | 7 | 0 | 0 | 0 | 1 | 6 | 2 | 4 | 0 | 0 | 1 | 4 | 0 | 7 | 1 | 5 | 0 | 0 | 3 | 1 | 4 | 8 | 1 | 1 | 0 | 0 | 6 | 8 | 0 | 0 | 0.540631 |
| 5888 | 4 | 0 | 9 | 0 | 0 | 0 | 3 | 4 | 0 | 5 | 0 | 0 | 1 | 4 | 0 | 7 | 0 | 3 | 6 | 1 | 4 | 1 | 3 | 5 | 3 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.540566 |
| 3899 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 2 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 4 | 7 | 4 | 3 | 5 | 1 | 1 | 3 | 2 | 1 | 0 | 2 | 2 | 0 | 0 | 0.540146 |
| 5659 | 4 | 6 | 39 | 0 | 0 | 0 | 4 | 5 | 2 | 2 | 0 | 0 | 4 | 7 | 0 | 6 | 1 | 4 | 7 | 4 | 3 | 5 | 1 | 1 | 3 | 2 | 1 | 0 | 2 | 2 | 0 | 0 | 0.540146 |
| 3907 | 3 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 2 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 1 | 6 | 5 | 4 | 3 | 4 | 2 | 4 | 5 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.539034 |
| 9014 | 3 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.538958 |
| 1073 | 3 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.538958 |
| 5530 | 3 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 1 | 0 | 3 | 5 | 0 | 0 | 0.538958 |
| 4205 | 4 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 0 | 2 | 0 | 0 | 3 | 7 | 0 | 4 | 0 | 4 | 3 | 5 | 3 | 3 | 1 | 3 | 5 | 1 | 1 | 0 | 1 | 6 | 0 | 0 | 0.538788 |
| 6335 | 4 | 6 | 38 | 0 | 0 | 0 | 3 | 4 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 6 | 6 | 2 | 5 | 4 | 2 | 6 | 1 | 3 | 1 | 0 | 2 | 7 | 0 | 0 | 0.538607 |
| 2774 | 4 | 0 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.538511 |
| 2863 | 4 | 6 | 34 | 0 | 0 | 0 | 2 | 6 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 0 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.538498 |
| 3881 | 0 | 0 | 39 | 0 | 0 | 0 | 3 | 5 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 7 | 0 | 4 | 6 | 2 | 4 | 5 | 2 | 3 | 4 | 3 | 0 | 0 | 3 | 5 | 0 | 0 | 0.538296 |
| 891 | 0 | 0 | 39 | 0 | 0 | 0 | 3 | 5 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 7 | 0 | 4 | 6 | 2 | 4 | 5 | 2 | 3 | 4 | 3 | 0 | 0 | 3 | 5 | 0 | 0 | 0.538296 |
| 9186 | 3 | 6 | 24 | 0 | 0 | 0 | 2 | 2 | 2 | 2 | 0 | 0 | 7 | 7 | 0 | 5 | 1 | 4 | 8 | 3 | 5 | 6 | 1 | 6 | 3 | 5 | 1 | 0 | 2 | 7 | 0 | 0 | 0.538293 |
| 8465 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 4 | 0 | 0 | 5 | 8 | 0 | 4 | 0 | 7 | 7 | 3 | 4 | 3 | 2 | 7 | 0 | 3 | 0 | 0 | 4 | 7 | 0 | 0 | 0.537775 |
| 6940 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 4 | 0 | 0 | 5 | 8 | 0 | 4 | 0 | 7 | 7 | 3 | 4 | 3 | 2 | 7 | 0 | 3 | 0 | 0 | 4 | 7 | 0 | 0 | 0.537775 |
| 7781 | 0 | 6 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 4 | 0 | 0 | 5 | 8 | 0 | 4 | 0 | 7 | 7 | 3 | 4 | 3 | 2 | 7 | 0 | 3 | 0 | 0 | 4 | 7 | 0 | 0 | 0.537775 |
| 2717 | 0 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 0 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 0 | 0 | 3 | 5 | 0 | 0 | 0.537639 |
| 7195 | 0 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 0 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 0 | 0 | 3 | 5 | 0 | 0 | 0.537639 |
| 8761 | 0 | 6 | 29 | 0 | 0 | 0 | 3 | 3 | 0 | 4 | 0 | 0 | 5 | 7 | 0 | 5 | 0 | 4 | 2 | 2 | 3 | 4 | 2 | 3 | 3 | 2 | 0 | 0 | 3 | 5 | 0 | 0 | 0.537639 |
| 3856 | 4 | 6 | 11 | 0 | 0 | 0 | 4 | 6 | 2 | 2 | 0 | 0 | 3 | 9 | 4 | 3 | 1 | 2 | 4 | 2 | 2 | 2 | 1 | 5 | 1 | 2 | 1 | 0 | 3 | 3 | 0 | 0 | 0.537466 |
| 8975 | 4 | 6 | 34 | 0 | 0 | 0 | 2 | 6 | 2 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 1 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 2 | 0 | 2 | 6 | 0 | 0 | 0.537249 |
| 5983 | 3 | 6 | 31 | 0 | 0 | 0 | 2 | 1 | 2 | 4 | 0 | 0 | 5 | 9 | 0 | 6 | 1 | 6 | 9 | 4 | 7 | 3 | 2 | 8 | 1 | 2 | 1 | 0 | 2 | 6 | 0 | 0 | 0.537128 |
| 6506 | 0 | 6 | 36 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 5 | 0 | 7 | 1 | 7 | 8 | 5 | 0 | 4 | 5 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0.537023 |
| 917 | 0 | 6 | 36 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 5 | 0 | 7 | 1 | 7 | 8 | 5 | 0 | 4 | 5 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0.537023 |
| 3591 | 5 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 3 | 6 | 0 | 6 | 0 | 5 | 0 | 0 | 7 | 0 | 4 | 6 | 3 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.536808 |
| 6127 | 3 | 6 | 12 | 0 | 0 | 0 | 2 | 7 | 0 | 8 | 0 | 0 | 2 | 5 | 0 | 6 | 0 | 3 | 5 | 1 | 6 | 5 | 2 | 6 | 3 | 1 | 1 | 0 | 2 | 9 | 0 | 0 | 0.536539 |
| 2217 | 0 | 0 | 38 | 0 | 0 | 0 | 2 | 4 | 0 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 0 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 0 | 0 | 4 | 7 | 0 | 0 | 0.536149 |
| 319 | 0 | 5 | 8 | 0 | 0 | 0 | 2 | 7 | 0 | 4 | 0 | 0 | 3 | 6 | 0 | 7 | 0 | 5 | 3 | 2 | 0 | 4 | 2 | 6 | 3 | 2 | 0 | 0 | 7 | 9 | 0 | 0 | 0.535965 |
| 515 | 4 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 4 | 1 | 5 | 5 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 1 | 0 | 1 | 5 | 0 | 0 | 0.535962 |
| 1901 | 4 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 4 | 1 | 5 | 5 | 3 | 5 | 3 | 2 | 4 | 2 | 2 | 1 | 0 | 1 | 5 | 0 | 0 | 0.535962 |
| 1768 | 3 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 0 | 5 | 0 | 0 | 4 | 8 | 0 | 4 | 0 | 5 | 8 | 2 | 4 | 3 | 2 | 3 | 3 | 1 | 1 | 0 | 1 | 3 | 0 | 0 | 0.535848 |
| 5737 | 0 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 0 | 6 | 0 | 0 | 3 | 8 | 0 | 7 | 0 | 4 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 1 | 0 | 0 | 6 | 6 | 0 | 0 | 0.535306 |
| 79 | 0 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 0 | 6 | 0 | 0 | 3 | 8 | 0 | 7 | 0 | 4 | 1 | 2 | 3 | 3 | 3 | 5 | 4 | 1 | 0 | 0 | 6 | 6 | 0 | 0 | 0.535306 |
| 8649 | 4 | 6 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 3 | 0 | 0 | 3 | 4 | 0 | 6 | 1 | 4 | 4 | 2 | 2 | 3 | 2 | 5 | 3 | 2 | 1 | 0 | 4 | 6 | 0 | 0 | 0.535076 |
| 6083 | 4 | 0 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.535002 |
| 301 | 4 | 0 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.535002 |
| 1084 | 4 | 5 | 8 | 0 | 0 | 0 | 2 | 7 | 2 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 1 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.535002 |
| 772 | 4 | 0 | 13 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 2 | 5 | 2 | 6 | 0 | 5 | 1 | 1 | 4 | 2 | 3 | 5 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.533834 |
| 2210 | 0 | 0 | 36 | 0 | 0 | 0 | 2 | 3 | 0 | 7 | 0 | 0 | 4 | 6 | 0 | 7 | 0 | 5 | 3 | 0 | 4 | 4 | 3 | 3 | 6 | 0 | 0 | 0 | 4 | 9 | 0 | 0 | 0.533536 |
| 4983 | 0 | 0 | 36 | 0 | 0 | 0 | 3 | 3 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 6 | 0 | 5 | 6 | 2 | 4 | 4 | 1 | 4 | 4 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.533391 |
| 5422 | 0 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 0 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 0 | 2 | 0 | 0 | 5 | 2 | 4 | 7 | 2 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.533182 |
| 5687 | 3 | 6 | 36 | 0 | 0 | 0 | 4 | 3 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 5 | 1 | 6 | 9 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 1 | 0 | 3 | 1 | 0 | 0 | 0.532918 |
| 500 | 3 | 6 | 24 | 0 | 0 | 0 | 2 | 2 | 2 | 5 | 0 | 0 | 6 | 9 | 0 | 8 | 1 | 5 | 7 | 3 | 6 | 5 | 1 | 6 | 2 | 1 | 1 | 0 | 2 | 8 | 0 | 0 | 0.532918 |
| 9313 | 4 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 2 | 5 | 2 | 9 | 1 | 4 | 2 | 1 | 3 | 2 | 3 | 6 | 2 | 2 | 1 | 0 | 5 | 7 | 0 | 0 | 0.531718 |
| 9662 | 4 | 6 | 3 | 0 | 0 | 0 | 1 | 6 | 2 | 4 | 0 | 0 | 5 | 6 | 0 | 7 | 1 | 6 | 2 | 4 | 3 | 4 | 2 | 3 | 6 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.531458 |
| 7110 | 0 | 6 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 4 | 1 | 4 | 3 | 2 | 3 | 3 | 1 | 2 | 6 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.531250 |
| 3622 | 4 | 5 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 2 | 5 | 0 | 7 | 1 | 5 | 1 | 1 | 2 | 2 | 3 | 7 | 2 | 2 | 1 | 0 | 6 | 7 | 0 | 0 | 0.530243 |
| 2600 | 0 | 5 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 2 | 0 | 0 | 5 | 9 | 0 | 9 | 0 | 4 | 0 | 3 | 5 | 5 | 2 | 6 | 3 | 5 | 0 | 0 | 4 | 9 | 0 | 0 | 0.530162 |
| 1316 | 0 | 0 | 8 | 0 | 0 | 0 | 1 | 7 | 2 | 5 | 0 | 0 | 1 | 5 | 0 | 6 | 1 | 7 | 0 | 1 | 4 | 1 | 3 | 6 | 2 | 1 | 0 | 0 | 4 | 6 | 0 | 0 | 0.530022 |
| 8534 | 4 | 6 | 31 | 0 | 0 | 0 | 6 | 1 | 2 | 2 | 0 | 0 | 6 | 8 | 0 | 5 | 1 | 4 | 9 | 3 | 3 | 6 | 1 | 5 | 2 | 3 | 1 | 0 | 0 | 4 | 0 | 0 | 0.529849 |
| 1497 | 0 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 4 | 0 | 0 | 2 | 6 | 0 | 7 | 0 | 4 | 6 | 2 | 3 | 2 | 2 | 5 | 3 | 2 | 0 | 0 | 5 | 7 | 0 | 0 | 0.529585 |
| 9615 | 4 | 6 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 3 | 0 | 0 | 1 | 2 | 0 | 8 | 1 | 4 | 1 | 1 | 1 | 1 | 4 | 7 | 1 | 1 | 1 | 0 | 6 | 8 | 0 | 0 | 0.529204 |
| 5831 | 4 | 0 | 10 | 0 | 0 | 0 | 0 | 8 | 2 | 5 | 0 | 0 | 5 | 6 | 0 | 6 | 1 | 7 | 0 | 3 | 7 | 5 | 4 | 7 | 2 | 2 | 1 | 0 | 2 | 9 | 0 | 0 | 0.529067 |
| 6826 | 4 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 2 | 3 | 0 | 0 | 8 | 8 | 0 | 7 | 1 | 4 | 3 | 0 | 7 | 8 | 1 | 3 | 4 | 6 | 1 | 0 | 2 | 7 | 0 | 0 | 0.529022 |
| 1978 | 4 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 2 | 3 | 0 | 0 | 8 | 8 | 0 | 7 | 1 | 4 | 3 | 0 | 7 | 8 | 1 | 3 | 4 | 6 | 1 | 0 | 2 | 7 | 0 | 0 | 0.529022 |
| 8657 | 4 | 6 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 4 | 0 | 0 | 3 | 7 | 0 | 4 | 1 | 4 | 2 | 4 | 3 | 2 | 2 | 4 | 5 | 2 | 1 | 0 | 2 | 6 | 0 | 0 | 0.528150 |
| 74 | 4 | 6 | 11 | 0 | 0 | 0 | 1 | 6 | 2 | 5 | 0 | 0 | 0 | 5 | 1 | 7 | 1 | 4 | 2 | 1 | 0 | 1 | 3 | 5 | 3 | 1 | 1 | 0 | 5 | 6 | 0 | 0 | 0.528073 |
| 4800 | 3 | 0 | 38 | 0 | 0 | 0 | 2 | 4 | 0 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 0 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 1 | 0 | 4 | 7 | 0 | 0 | 0.527763 |
| 6655 | 4 | 6 | 12 | 0 | 0 | 0 | 1 | 7 | 2 | 3 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 4 | 0 | 1 | 0 | 5 | 8 | 0 | 0 | 0.527094 |
| 6736 | 4 | 6 | 12 | 0 | 0 | 0 | 1 | 7 | 2 | 3 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 4 | 4 | 3 | 3 | 4 | 2 | 5 | 4 | 0 | 1 | 0 | 5 | 8 | 0 | 0 | 0.527094 |
| 6168 | 3 | 6 | 24 | 0 | 0 | 0 | 2 | 2 | 2 | 0 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 3 | 4 | 3 | 5 | 3 | 1 | 5 | 3 | 5 | 1 | 0 | 3 | 6 | 0 | 0 | 0.525382 |
| 3923 | 3 | 6 | 9 | 0 | 0 | 0 | 4 | 4 | 0 | 4 | 0 | 0 | 6 | 7 | 0 | 8 | 0 | 6 | 2 | 2 | 2 | 6 | 3 | 7 | 1 | 4 | 1 | 0 | 4 | 8 | 0 | 0 | 0.525235 |
| 6781 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 2 | 3 | 0 | 0 | 5 | 5 | 0 | 6 | 1 | 7 | 0 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.525070 |
| 2113 | 3 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 1 | 0 | 5 | 9 | 0 | 0 | 0.524893 |
| 6453 | 4 | 0 | 12 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 2 | 4 | 4 | 9 | 1 | 6 | 0 | 0 | 5 | 2 | 0 | 4 | 4 | 2 | 1 | 1 | 4 | 6 | 0 | 0 | 0.524859 |
| 1752 | 0 | 5 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 4 | 0 | 0 | 5 | 6 | 0 | 7 | 0 | 7 | 0 | 2 | 5 | 4 | 1 | 4 | 4 | 2 | 0 | 0 | 4 | 8 | 0 | 0 | 0.524727 |
| 4190 | 4 | 6 | 38 | 0 | 0 | 0 | 3 | 4 | 2 | 2 | 0 | 0 | 5 | 7 | 0 | 5 | 1 | 4 | 3 | 1 | 4 | 4 | 2 | 4 | 3 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.524216 |
| 9119 | 1 | 6 | 38 | 0 | 0 | 0 | 2 | 4 | 0 | 4 | 0 | 0 | 4 | 6 | 0 | 7 | 0 | 6 | 9 | 1 | 5 | 4 | 3 | 5 | 4 | 2 | 1 | 0 | 3 | 9 | 0 | 0 | 0.523900 |
| 803 | 2 | 6 | 10 | 0 | 0 | 0 | 6 | 8 | 2 | 4 | 0 | 0 | 5 | 6 | 0 | 7 | 1 | 2 | 9 | 3 | 0 | 3 | 0 | 5 | 0 | 1 | 1 | 0 | 3 | 7 | 0 | 0 | 0.523809 |
| 7647 | 3 | 6 | 23 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 4 | 8 | 0 | 6 | 1 | 2 | 7 | 4 | 5 | 5 | 2 | 1 | 4 | 2 | 1 | 0 | 2 | 5 | 0 | 0 | 0.523532 |
| 4537 | 0 | 6 | 33 | 0 | 0 | 0 | 1 | 3 | 0 | 3 | 0 | 0 | 5 | 7 | 0 | 6 | 0 | 6 | 4 | 2 | 4 | 5 | 1 | 4 | 4 | 2 | 0 | 0 | 4 | 7 | 0 | 0 | 0.523405 |
| 969 | 4 | 0 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 4 | 1 | 9 | 2 | 3 | 5 | 3 | 4 | 3 | 3 | 0 | 1 | 0 | 0 | 6 | 0 | 0 | 0.523106 |
| 1853 | 4 | 5 | 36 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 6 | 5 | 0 | 7 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 4 | 1 | 0 | 3 | 5 | 0 | 0 | 0.522954 |
| 7236 | 4 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 7 | 1 | 5 | 2 | 3 | 4 | 3 | 1 | 4 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.522793 |
| 6920 | 0 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 5 | 0 | 6 | 4 | 3 | 3 | 2 | 3 | 8 | 0 | 0 | 0 | 0 | 4 | 6 | 0 | 0 | 0.522599 |
| 7706 | 3 | 6 | 38 | 0 | 0 | 0 | 3 | 4 | 1 | 3 | 0 | 0 | 4 | 7 | 0 | 5 | 1 | 5 | 7 | 2 | 5 | 4 | 2 | 5 | 2 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.522422 |
| 7630 | 4 | 6 | 40 | 0 | 0 | 0 | 0 | 3 | 2 | 0 | 0 | 0 | 0 | 5 | 0 | 6 | 1 | 4 | 4 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 1 | 0 | 9 | 7 | 0 | 0 | 0.522402 |
| 7730 | 0 | 6 | 27 | 0 | 0 | 0 | 1 | 1 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 6 | 0 | 4 | 3 | 1 | 5 | 2 | 2 | 4 | 2 | 2 | 0 | 0 | 3 | 6 | 0 | 0 | 0.522142 |
| 974 | 4 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 0 | 0 | 0 | 4 | 6 | 0 | 6 | 1 | 5 | 0 | 2 | 5 | 0 | 4 | 4 | 3 | 5 | 1 | 0 | 3 | 7 | 0 | 0 | 0.522058 |
| 4659 | 3 | 6 | 39 | 0 | 0 | 0 | 0 | 5 | 0 | 3 | 0 | 0 | 4 | 7 | 1 | 9 | 0 | 0 | 0 | 0 | 5 | 5 | 0 | 6 | 3 | 5 | 1 | 0 | 4 | 9 | 0 | 0 | 0.521612 |
| 9527 | 4 | 0 | 37 | 0 | 0 | 0 | 2 | 4 | 2 | 4 | 0 | 0 | 5 | 8 | 0 | 7 | 1 | 6 | 2 | 4 | 4 | 4 | 1 | 3 | 6 | 2 | 1 | 0 | 4 | 8 | 0 | 0 | 0.521548 |
| 581 | 4 | 5 | 1 | 0 | 0 | 0 | 1 | 8 | 0 | 1 | 0 | 0 | 5 | 4 | 0 | 9 | 0 | 5 | 1 | 1 | 4 | 5 | 4 | 4 | 5 | 4 | 1 | 0 | 4 | 9 | 0 | 0 | 0.521241 |
| 3673 | 3 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 7 | 0 | 7 | 1 | 3 | 3 | 2 | 3 | 4 | 1 | 2 | 5 | 5 | 1 | 0 | 1 | 5 | 0 | 0 | 0.521205 |
| 8567 | 3 | 6 | 32 | 0 | 0 | 0 | 5 | 1 | 2 | 1 | 0 | 0 | 5 | 7 | 0 | 7 | 1 | 3 | 3 | 2 | 3 | 4 | 1 | 2 | 5 | 5 | 1 | 0 | 1 | 5 | 0 | 0 | 0.521205 |
| 2970 | 0 | 0 | 8 | 0 | 0 | 0 | 2 | 7 | 0 | 2 | 0 | 0 | 1 | 3 | 0 | 7 | 0 | 4 | 6 | 1 | 4 | 2 | 0 | 2 | 6 | 0 | 0 | 0 | 4 | 7 | 0 | 0 | 0.521175 |
| 9025 | 0 | 6 | 6 | 0 | 0 | 0 | 2 | 8 | 0 | 3 | 0 | 0 | 3 | 4 | 0 | 7 | 0 | 4 | 0 | 1 | 3 | 1 | 2 | 6 | 2 | 0 | 0 | 0 | 3 | 7 | 0 | 0 | 0.520808 |
| 2693 | 5 | 0 | 29 | 0 | 0 | 0 | 0 | 3 | 2 | 3 | 0 | 0 | 7 | 7 | 0 | 5 | 1 | 4 | 1 | 3 | 7 | 5 | 0 | 6 | 3 | 3 | 1 | 0 | 2 | 7 | 0 | 0 | 0.520380 |
| 2618 | 4 | 6 | 33 | 0 | 0 | 0 | 5 | 3 | 2 | 0 | 0 | 0 | 7 | 7 | 0 | 5 | 1 | 4 | 3 | 3 | 4 | 3 | 0 | 5 | 3 | 3 | 1 | 0 | 0 | 7 | 0 | 0 | 0.520370 |
| 9553 | 0 | 6 | 36 | 0 | 0 | 0 | 4 | 3 | 0 | 4 | 0 | 0 | 2 | 5 | 0 | 5 | 0 | 6 | 9 | 3 | 3 | 3 | 3 | 2 | 3 | 1 | 0 | 0 | 3 | 1 | 0 | 0 | 0.520343 |
| 272 | 3 | 6 | 38 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 4 | 7 | 0 | 5 | 1 | 3 | 2 | 0 | 5 | 3 | 4 | 1 | 3 | 3 | 1 | 0 | 2 | 7 | 0 | 0 | 0.519807 |
| 3209 | 5 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 3 | 0 | 0 | 5 | 6 | 0 | 6 | 1 | 5 | 3 | 3 | 4 | 4 | 3 | 6 | 2 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.519163 |
| 3588 | 3 | 0 | 39 | 0 | 0 | 0 | 0 | 5 | 0 | 0 | 0 | 0 | 6 | 5 | 0 | 9 | 0 | 5 | 5 | 3 | 9 | 9 | 0 | 6 | 3 | 6 | 1 | 0 | 0 | 7 | 0 | 0 | 0.518805 |
| 6106 | 4 | 6 | 11 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 3 | 7 | 3 | 4 | 5 | 2 | 5 | 2 | 2 | 1 | 0 | 4 | 3 | 0 | 0 | 0.518774 |
| 9724 | 4 | 6 | 11 | 0 | 0 | 0 | 2 | 6 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 3 | 7 | 3 | 4 | 5 | 2 | 5 | 2 | 2 | 1 | 0 | 4 | 3 | 0 | 0 | 0.518774 |
| 2055 | 3 | 0 | 8 | 0 | 0 | 0 | 2 | 7 | 0 | 4 | 0 | 0 | 3 | 6 | 0 | 7 | 0 | 5 | 3 | 2 | 0 | 4 | 2 | 6 | 3 | 2 | 1 | 0 | 7 | 9 | 0 | 0 | 0.518703 |
| 3407 | 0 | 5 | 32 | 0 | 0 | 0 | 5 | 1 | 0 | 2 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 2 | 9 | 3 | 4 | 8 | 1 | 4 | 4 | 5 | 0 | 0 | 1 | 5 | 0 | 0 | 0.518500 |
| 3434 | 3 | 0 | 36 | 0 | 0 | 0 | 2 | 3 | 2 | 1 | 0 | 0 | 6 | 5 | 0 | 7 | 1 | 4 | 2 | 2 | 4 | 4 | 1 | 3 | 5 | 4 | 1 | 0 | 3 | 5 | 0 | 0 | 0.518084 |
| 7654 | 3 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 2 | 2 | 0 | 0 | 5 | 8 | 0 | 5 | 1 | 4 | 8 | 7 | 4 | 5 | 2 | 8 | 1 | 0 | 1 | 0 | 0 | 8 | 0 | 0 | 0.517884 |
| 582 | 0 | 0 | 2 | 0 | 0 | 0 | 2 | 6 | 0 | 4 | 0 | 0 | 5 | 5 | 0 | 5 | 0 | 6 | 2 | 2 | 4 | 4 | 2 | 4 | 3 | 2 | 0 | 0 | 3 | 6 | 0 | 0 | 0.517652 |
| 7018 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 7 | 0 | 4 | 7 | 5 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.517456 |
| 9770 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 7 | 0 | 4 | 7 | 5 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.517456 |
| 7352 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 7 | 0 | 4 | 7 | 5 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.517456 |
| 2243 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 7 | 0 | 4 | 7 | 5 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.517456 |
| 9638 | 0 | 0 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 7 | 0 | 4 | 7 | 5 | 1 | 5 | 4 | 3 | 0 | 0 | 2 | 7 | 0 | 0 | 0.517456 |
| 9653 | 3 | 6 | 10 | 0 | 0 | 0 | 1 | 8 | 2 | 3 | 0 | 0 | 2 | 4 | 0 | 7 | 1 | 5 | 1 | 1 | 3 | 2 | 2 | 6 | 3 | 1 | 1 | 0 | 4 | 8 | 0 | 0 | 0.517403 |
| 6429 | 3 | 0 | 36 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 0 | 6 | 6 | 0 | 5 | 0 | 6 | 5 | 4 | 5 | 6 | 1 | 4 | 4 | 2 | 1 | 0 | 2 | 7 | 0 | 0 | 0.517357 |
| 4359 | 3 | 5 | 33 | 0 | 0 | 0 | 1 | 3 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 6 | 1 | 6 | 4 | 2 | 4 | 5 | 1 | 4 | 4 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.517344 |
| 536 | 0 | 6 | 22 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 1 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.517001 |
| 414 | 3 | 0 | 38 | 0 | 0 | 0 | 5 | 4 | 0 | 5 | 0 | 0 | 3 | 6 | 0 | 5 | 0 | 5 | 7 | 2 | 2 | 4 | 2 | 3 | 4 | 1 | 1 | 0 | 2 | 6 | 0 | 0 | 0.516332 |
| 6275 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 2 | 0 | 0 | 2 | 2 | 0 | 5 | 0 | 3 | 0 | 1 | 2 | 2 | 1 | 6 | 3 | 0 | 0 | 0 | 4 | 9 | 0 | 0 | 0.516272 |
| 7213 | 0 | 6 | 8 | 0 | 0 | 0 | 0 | 7 | 0 | 2 | 0 | 0 | 2 | 2 | 0 | 5 | 0 | 3 | 0 | 1 | 2 | 2 | 1 | 6 | 3 | 0 | 0 | 0 | 4 | 9 | 0 | 0 | 0.516272 |
| 529 | 0 | 0 | 31 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 7 | 8 | 0 | 7 | 0 | 3 | 8 | 3 | 5 | 6 | 1 | 5 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 0 | 0.515838 |
| 6072 | 0 | 0 | 31 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 7 | 8 | 0 | 7 | 0 | 3 | 8 | 3 | 5 | 6 | 1 | 5 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 0 | 0.515838 |
| 4547 | 0 | 0 | 31 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 7 | 8 | 0 | 7 | 0 | 3 | 8 | 3 | 5 | 6 | 1 | 5 | 2 | 4 | 0 | 0 | 2 | 5 | 0 | 0 | 0.515838 |
| 7482 | 3 | 6 | 9 | 0 | 0 | 0 | 2 | 4 | 1 | 4 | 0 | 0 | 4 | 8 | 0 | 6 | 1 | 3 | 8 | 1 | 5 | 5 | 3 | 4 | 4 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.515825 |
| 8883 | 3 | 6 | 22 | 0 | 0 | 0 | 2 | 2 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 7 | 1 | 3 | 8 | 3 | 6 | 5 | 1 | 4 | 4 | 2 | 1 | 0 | 2 | 6 | 0 | 0 | 0.515691 |
| 9267 | 3 | 6 | 22 | 0 | 0 | 0 | 2 | 2 | 2 | 3 | 0 | 0 | 5 | 7 | 0 | 7 | 1 | 3 | 8 | 3 | 6 | 5 | 1 | 4 | 4 | 2 | 1 | 0 | 2 | 6 | 0 | 0 | 0.515691 |
| 3784 | 0 | 6 | 25 | 0 | 0 | 0 | 2 | 1 | 0 | 4 | 0 | 0 | 4 | 6 | 0 | 6 | 0 | 3 | 2 | 2 | 3 | 3 | 2 | 4 | 4 | 1 | 0 | 0 | 4 | 6 | 0 | 0 | 0.515639 |
| 632 | 4 | 6 | 9 | 0 | 0 | 0 | 3 | 4 | 2 | 3 | 0 | 0 | 5 | 3 | 3 | 5 | 1 | 7 | 1 | 0 | 4 | 3 | 2 | 3 | 3 | 2 | 1 | 0 | 4 | 7 | 0 | 0 | 0.515451 |
| 832 | 4 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 6 | 1 | 4 | 4 | 1 | 3 | 3 | 2 | 4 | 4 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.515350 |
| 7055 | 4 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 2 | 2 | 0 | 0 | 7 | 8 | 0 | 8 | 1 | 5 | 1 | 2 | 4 | 6 | 1 | 6 | 2 | 5 | 1 | 0 | 5 | 7 | 0 | 0 | 0.515093 |
| 6455 | 3 | 6 | 31 | 0 | 0 | 0 | 5 | 1 | 2 | 3 | 0 | 0 | 6 | 8 | 0 | 6 | 1 | 3 | 7 | 3 | 4 | 3 | 1 | 3 | 2 | 3 | 1 | 0 | 1 | 4 | 0 | 0 | 0.514481 |
| 371 | 3 | 6 | 31 | 0 | 0 | 0 | 5 | 1 | 2 | 3 | 0 | 0 | 6 | 8 | 0 | 6 | 1 | 3 | 7 | 3 | 4 | 3 | 1 | 3 | 2 | 3 | 1 | 0 | 1 | 4 | 0 | 0 | 0.514481 |
| 6668 | 0 | 6 | 13 | 0 | 0 | 0 | 2 | 7 | 0 | 5 | 0 | 0 | 0 | 6 | 0 | 9 | 0 | 5 | 3 | 3 | 2 | 2 | 6 | 3 | 4 | 1 | 0 | 0 | 3 | 5 | 0 | 0 | 0.514312 |
| 1288 | 4 | 6 | 29 | 0 | 0 | 0 | 2 | 3 | 0 | 2 | 0 | 0 | 9 | 7 | 0 | 7 | 0 | 4 | 7 | 2 | 4 | 8 | 0 | 6 | 3 | 5 | 1 | 0 | 4 | 8 | 0 | 0 | 0.514117 |
| 7043 | 2 | 6 | 38 | 0 | 0 | 0 | 1 | 4 | 2 | 4 | 0 | 0 | 9 | 9 | 0 | 6 | 1 | 3 | 9 | 5 | 6 | 5 | 0 | 5 | 1 | 0 | 1 | 0 | 3 | 5 | 0 | 0 | 0.513650 |
| 9624 | 2 | 6 | 38 | 0 | 0 | 0 | 1 | 4 | 2 | 4 | 0 | 0 | 9 | 9 | 0 | 6 | 1 | 3 | 9 | 5 | 6 | 5 | 0 | 5 | 1 | 0 | 1 | 0 | 3 | 5 | 0 | 0 | 0.513650 |
| 6636 | 4 | 6 | 8 | 0 | 0 | 0 | 1 | 7 | 0 | 4 | 0 | 0 | 3 | 5 | 0 | 7 | 0 | 4 | 2 | 1 | 3 | 3 | 2 | 6 | 3 | 2 | 2 | 0 | 5 | 7 | 0 | 0 | 0.513586 |
| 5967 | 0 | 5 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.513416 |
| 4167 | 0 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.513416 |
| 3310 | 0 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.513416 |
| 8791 | 0 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.513416 |
| 5148 | 0 | 0 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 4 | 0 | 0 | 6 | 9 | 0 | 6 | 0 | 4 | 3 | 3 | 5 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 2 | 8 | 0 | 0 | 0.513416 |
| 3306 | 0 | 0 | 39 | 0 | 0 | 0 | 7 | 5 | 2 | 0 | 0 | 0 | 9 | 7 | 0 | 7 | 1 | 5 | 7 | 3 | 2 | 6 | 0 | 2 | 0 | 6 | 0 | 0 | 0 | 0 | 0 | 0 | 0.513093 |
| 6400 | 4 | 6 | 11 | 0 | 0 | 0 | 3 | 6 | 2 | 3 | 0 | 0 | 5 | 6 | 2 | 6 | 1 | 5 | 5 | 2 | 3 | 5 | 1 | 3 | 3 | 3 | 1 | 0 | 2 | 6 | 0 | 0 | 0.512896 |
| 6422 | 3 | 6 | 28 | 0 | 0 | 0 | 1 | 1 | 2 | 2 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 7 | 3 | 1 | 4 | 3 | 1 | 1 | 5 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.512667 |
| 5066 | 0 | 6 | 34 | 0 | 0 | 0 | 5 | 6 | 0 | 9 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 4 | 7 | 0 | 3 | 5 | 3 | 2 | 4 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0.512628 |
| 357 | 0 | 6 | 34 | 0 | 0 | 0 | 5 | 6 | 0 | 9 | 0 | 0 | 6 | 5 | 0 | 6 | 0 | 4 | 7 | 0 | 3 | 5 | 3 | 2 | 4 | 0 | 0 | 0 | 1 | 7 | 0 | 0 | 0.512628 |
| 4435 | 0 | 6 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 7 | 0 | 0 | 0 | 7 | 0 | 7 | 0 | 7 | 0 | 0 | 6 | 0 | 3 | 3 | 6 | 0 | 0 | 0 | 3 | 7 | 0 | 0 | 0.512431 |
| 7593 | 3 | 6 | 6 | 0 | 0 | 0 | 2 | 8 | 2 | 3 | 0 | 0 | 3 | 4 | 2 | 7 | 1 | 4 | 0 | 1 | 3 | 1 | 2 | 6 | 2 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.512426 |
| 6170 | 0 | 6 | 9 | 0 | 0 | 0 | 1 | 4 | 0 | 6 | 0 | 0 | 2 | 6 | 0 | 5 | 0 | 4 | 8 | 2 | 1 | 2 | 1 | 3 | 5 | 0 | 0 | 0 | 8 | 7 | 0 | 0 | 0.512297 |
| 1564 | 1 | 6 | 31 | 0 | 0 | 0 | 6 | 1 | 1 | 4 | 0 | 0 | 8 | 9 | 0 | 7 | 1 | 5 | 9 | 5 | 2 | 5 | 1 | 3 | 3 | 0 | 1 | 0 | 1 | 6 | 0 | 0 | 0.511974 |
| 483 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 2 | 0 | 0 | 7 | 7 | 0 | 6 | 1 | 5 | 4 | 3 | 5 | 4 | 2 | 4 | 4 | 2 | 1 | 0 | 1 | 7 | 0 | 0 | 0.511820 |
| 2529 | 3 | 6 | 39 | 0 | 0 | 0 | 3 | 5 | 2 | 0 | 0 | 0 | 6 | 6 | 0 | 6 | 1 | 9 | 0 | 3 | 4 | 6 | 3 | 6 | 3 | 3 | 1 | 0 | 2 | 9 | 0 | 0 | 0.511564 |
| 375 | 3 | 5 | 8 | 0 | 0 | 0 | 0 | 7 | 2 | 9 | 0 | 0 | 5 | 2 | 0 | 6 | 1 | 5 | 0 | 0 | 9 | 5 | 4 | 9 | 0 | 0 | 1 | 0 | 0 | 9 | 0 | 0 | 0.511343 |
| 7839 | 4 | 6 | 37 | 0 | 0 | 0 | 0 | 4 | 2 | 5 | 0 | 0 | 6 | 8 | 0 | 8 | 1 | 5 | 1 | 1 | 6 | 4 | 2 | 6 | 3 | 3 | 1 | 0 | 3 | 8 | 0 | 0 | 0.510991 |
| 3058 | 4 | 6 | 37 | 0 | 0 | 0 | 0 | 4 | 2 | 5 | 0 | 0 | 6 | 8 | 0 | 8 | 1 | 5 | 1 | 1 | 6 | 4 | 2 | 6 | 3 | 3 | 1 | 0 | 3 | 8 | 0 | 0 | 0.510991 |
| 2950 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.510957 |
| 6977 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.510957 |
| 658 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.510957 |
| 3924 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.510957 |
| 2291 | 0 | 6 | 33 | 0 | 0 | 0 | 0 | 3 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 5 | 0 | 2 | 2 | 2 | 0 | 3 | 6 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.510957 |
| 9178 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 4 | 0 | 0 | 7 | 4 | 0 | 5 | 2 | 5 | 1 | 0 | 0 | 6 | 0 | 0 | 0.509712 |
| 725 | 4 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 9 | 1 | 4 | 0 | 0 | 7 | 4 | 0 | 5 | 2 | 5 | 1 | 0 | 0 | 6 | 0 | 0 | 0.509712 |
| 4590 | 3 | 6 | 6 | 0 | 0 | 0 | 2 | 8 | 0 | 4 | 0 | 0 | 3 | 6 | 0 | 6 | 0 | 4 | 3 | 2 | 3 | 2 | 2 | 4 | 3 | 1 | 1 | 0 | 4 | 6 | 0 | 0 | 0.509519 |
| 6890 | 3 | 0 | 37 | 0 | 0 | 0 | 3 | 4 | 2 | 6 | 0 | 0 | 3 | 7 | 0 | 4 | 1 | 3 | 2 | 2 | 3 | 2 | 3 | 3 | 5 | 1 | 1 | 0 | 2 | 6 | 0 | 0 | 0.509514 |
| 2845 | 0 | 6 | 13 | 0 | 0 | 0 | 2 | 6 | 0 | 5 | 0 | 0 | 2 | 5 | 0 | 7 | 0 | 3 | 6 | 1 | 4 | 3 | 4 | 4 | 4 | 2 | 0 | 0 | 4 | 7 | 0 | 0 | 0.509337 |
| 2254 | 3 | 0 | 1 | 0 | 0 | 0 | 2 | 8 | 0 | 0 | 0 | 0 | 2 | 2 | 0 | 9 | 0 | 2 | 0 | 0 | 2 | 1 | 0 | 2 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.509323 |
| 9566 | 3 | 0 | 13 | 0 | 0 | 0 | 0 | 6 | 0 | 0 | 0 | 0 | 1 | 4 | 0 | 9 | 0 | 6 | 0 | 0 | 6 | 1 | 0 | 5 | 2 | 1 | 1 | 0 | 3 | 6 | 0 | 0 | 0.509006 |
| 7609 | 0 | 0 | 11 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 0 | 4 | 0 | 7 | 0 | 4 | 0 | 0 | 2 | 0 | 3 | 7 | 2 | 0 | 0 | 0 | 5 | 9 | 0 | 0 | 0.508553 |
| 984 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 9 | 0 | 4 | 6 | 0 | 2 | 0 | 0 | 2 | 5 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.508463 |
| 4572 | 0 | 6 | 1 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 0 | 2 | 0 | 9 | 0 | 4 | 6 | 0 | 2 | 0 | 0 | 2 | 5 | 0 | 0 | 0 | 5 | 7 | 0 | 0 | 0.508463 |
| 1571 | 0 | 6 | 33 | 0 | 0 | 0 | 2 | 3 | 0 | 3 | 0 | 0 | 6 | 8 | 0 | 7 | 0 | 5 | 2 | 2 | 5 | 5 | 1 | 4 | 3 | 3 | 0 | 0 | 2 | 6 | 0 | 0 | 0.508134 |
| 8151 | 4 | 5 | 6 | 0 | 1 | 0 | 1 | 8 | 2 | 0 | 2 | 0 | 2 | 4 | 0 | 8 | 1 | 5 | 2 | 2 | 1 | 1 | 0 | 6 | 3 | 1 | 1 | 0 | 5 | 7 | 0 | 0 | 0.507670 |
| 5108 | 4 | 0 | 13 | 0 | 0 | 0 | 1 | 6 | 2 | 6 | 0 | 0 | 1 | 6 | 0 | 7 | 1 | 4 | 7 | 1 | 5 | 2 | 2 | 6 | 3 | 1 | 2 | 0 | 4 | 7 | 0 | 0 | 0.507502 |
| 7232 | 4 | 6 | 36 | 0 | 0 | 0 | 2 | 3 | 2 | 4 | 0 | 0 | 4 | 5 | 0 | 5 | 1 | 3 | 7 | 3 | 4 | 5 | 2 | 5 | 2 | 2 | 1 | 0 | 4 | 3 | 0 | 0 | 0.507238 |
| 574 | 0 | 6 | 1 | 0 | 0 | 0 | 1 | 8 | 0 | 1 | 0 | 0 | 1 | 2 | 0 | 5 | 0 | 5 | 1 | 1 | 1 | 1 | 1 | 8 | 1 | 1 | 0 | 0 | 7 | 8 | 0 | 0 | 0.507183 |
| 9523 | 0 | 6 | 25 | 0 | 0 | 0 | 3 | 1 | 0 | 3 | 0 | 0 | 4 | 6 | 0 | 6 | 0 | 5 | 5 | 1 | 3 | 3 | 1 | 2 | 5 | 2 | 0 | 0 | 3 | 6 | 0 | 0 | 0.507175 |
| 764 | 4 | 0 | 35 | 0 | 0 | 0 | 2 | 5 | 0 | 2 | 0 | 0 | 6 | 5 | 0 | 9 | 0 | 5 | 5 | 6 | 2 | 3 | 2 | 3 | 4 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.506937 |
| 8910 | 4 | 5 | 33 | 0 | 0 | 0 | 0 | 3 | 1 | 4 | 0 | 0 | 6 | 7 | 0 | 7 | 1 | 6 | 2 | 4 | 4 | 5 | 2 | 5 | 3 | 2 | 1 | 0 | 5 | 6 | 0 | 0 | 0.506913 |
| 5951 | 2 | 6 | 38 | 0 | 0 | 0 | 5 | 4 | 2 | 5 | 0 | 0 | 3 | 6 | 0 | 5 | 1 | 5 | 7 | 2 | 2 | 4 | 2 | 3 | 4 | 1 | 1 | 0 | 2 | 6 | 0 | 0 | 0.505533 |
| 4533 | 4 | 6 | 6 | 0 | 1 | 0 | 2 | 8 | 2 | 3 | 2 | 0 | 3 | 4 | 2 | 7 | 1 | 4 | 0 | 1 | 3 | 1 | 2 | 6 | 2 | 0 | 1 | 0 | 3 | 7 | 0 | 0 | 0.505314 |
| 8667 | 3 | 6 | 9 | 0 | 0 | 0 | 6 | 4 | 2 | 3 | 0 | 0 | 6 | 9 | 0 | 6 | 1 | 4 | 8 | 4 | 2 | 5 | 2 | 6 | 2 | 3 | 1 | 0 | 1 | 6 | 0 | 0 | 0.504976 |
| 6115 | 2 | 6 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 9 | 9 | 0 | 7 | 1 | 7 | 9 | 0 | 4 | 9 | 0 | 5 | 4 | 7 | 1 | 0 | 2 | 7 | 0 | 0 | 0.504734 |
| 9681 | 2 | 6 | 36 | 0 | 0 | 0 | 3 | 3 | 2 | 2 | 0 | 0 | 9 | 9 | 0 | 7 | 1 | 7 | 9 | 0 | 4 | 9 | 0 | 5 | 4 | 7 | 1 | 0 | 2 | 7 | 0 | 0 | 0.504734 |
| 5939 | 3 | 0 | 3 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 5 | 5 | 0 | 6 | 0 | 7 | 0 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 1 | 0 | 3 | 7 | 0 | 0 | 0.504435 |
| 4232 | 4 | 0 | 12 | 0 | 0 | 0 | 3 | 7 | 0 | 5 | 0 | 0 | 4 | 5 | 0 | 9 | 0 | 6 | 0 | 1 | 4 | 4 | 5 | 4 | 3 | 4 | 1 | 0 | 3 | 7 | 0 | 0 | 0.504005 |
| 4044 | 0 | 6 | 6 | 0 | 0 | 0 | 0 | 8 | 0 | 0 | 0 | 0 | 4 | 4 | 0 | 9 | 0 | 9 | 0 | 4 | 0 | 2 | 0 | 5 | 4 | 0 | 0 | 0 | 7 | 9 | 0 | 0 | 0.503868 |
| 9325 | 3 | 6 | 33 | 1 | 0 | 0 | 6 | 3 | 0 | 0 | 0 | 4 | 4 | 7 | 0 | 3 | 0 | 9 | 9 | 5 | 2 | 9 | 0 | 9 | 0 | 3 | 1 | 0 | 2 | 5 | 0 | 0 | 0.503568 |
| 2527 | 0 | 6 | 10 | 0 | 0 | 0 | 2 | 8 | 0 | 6 | 0 | 0 | 2 | 5 | 0 | 9 | 0 | 5 | 7 | 2 | 3 | 3 | 3 | 5 | 4 | 1 | 0 | 0 | 4 | 7 | 0 | 0 | 0.502862 |
| 6609 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 3 | 9 | 4 | 2 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.502196 |
| 5406 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 3 | 9 | 4 | 2 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.502196 |
| 752 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 3 | 9 | 4 | 2 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.502196 |
| 2175 | 0 | 6 | 33 | 0 | 0 | 0 | 7 | 3 | 0 | 3 | 0 | 0 | 6 | 7 | 0 | 7 | 0 | 3 | 9 | 4 | 2 | 6 | 1 | 7 | 2 | 3 | 0 | 0 | 1 | 6 | 0 | 0 | 0.502196 |
| 9610 | 0 | 6 | 3 | 0 | 0 | 0 | 0 | 6 | 0 | 3 | 0 | 0 | 5 | 5 | 0 | 6 | 0 | 7 | 0 | 3 | 5 | 4 | 3 | 5 | 3 | 2 | 0 | 0 | 3 | 7 | 0 | 0 | 0.501834 |
| 1034 | 4 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 2 | 0 | 0 | 8 | 8 | 0 | 7 | 1 | 5 | 4 | 2 | 4 | 8 | 1 | 2 | 5 | 5 | 1 | 0 | 2 | 6 | 0 | 0 | 0.501741 |
| 9151 | 4 | 6 | 33 | 0 | 0 | 0 | 4 | 3 | 2 | 2 | 0 | 0 | 8 | 8 | 0 | 7 | 1 | 5 | 4 | 2 | 4 | 8 | 1 | 2 | 5 | 5 | 1 | 0 | 2 | 6 | 0 | 0 | 0.501741 |
| 257 | 3 | 6 | 32 | 0 | 0 | 0 | 6 | 1 | 2 | 4 | 0 | 0 | 8 | 9 | 2 | 7 | 1 | 5 | 9 | 5 | 2 | 5 | 1 | 3 | 3 | 0 | 1 | 0 | 1 | 6 | 0 | 0 | 0.501670 |
| 5864 | 4 | 6 | 11 | 0 | 0 | 0 | 3 | 6 | 1 | 2 | 0 | 0 | 4 | 5 | 0 | 4 | 1 | 4 | 0 | 4 | 5 | 0 | 2 | 3 | 2 | 0 | 1 | 0 | 1 | 5 | 0 | 0 | 0.501487 |
| 2951 | 4 | 0 | 3 | 0 | 0 | 0 | 2 | 6 | 2 | 3 | 0 | 0 | 3 | 3 | 0 | 6 | 1 | 5 | 5 | 0 | 3 | 2 | 2 | 4 | 4 | 2 | 2 | 0 | 4 | 7 | 0 | 0 | 0.500774 |
| 3355 | 0 | 0 | 38 | 0 | 0 | 0 | 0 | 4 | 0 | 3 | 0 | 0 | 4 | 6 | 0 | 6 | 0 | 3 | 7 | 4 | 2 | 3 | 1 | 2 | 4 | 2 | 0 | 0 | 4 | 5 | 0 | 0 | 0.500378 |
| 8412 | 3 | 5 | 39 | 0 | 0 | 0 | 1 | 5 | 1 | 1 | 0 | 0 | 7 | 9 | 0 | 6 | 1 | 6 | 6 | 3 | 7 | 7 | 1 | 8 | 1 | 5 | 1 | 0 | 2 | 7 | 0 | 0 | 0.500114 |
| 6232 | 3 | 6 | 24 | 0 | 0 | 0 | 2 | 2 | 2 | 2 | 0 | 0 | 3 | 5 | 0 | 8 | 1 | 4 | 2 | 3 | 2 | 2 | 2 | 2 | 4 | 2 | 1 | 0 | 5 | 4 | 0 | 0 | 0.500023 |
1362 rows × 33 columns
FALSE_NEGATIVE.shape[0]/dataa.shape[0]*100
13.866829566279781
Le pourcentage des clients qui sont désintéressé par La police d’assurance sur caravane,mais qui sont suceptibles d'etre pour est de 13.86% parmi les clients active
Lorsque nous sommes arrivés au but, nous sommes passés à la révision comme étant une étape primordiale de l'évaluation alors on a remarqué qu'il y a des clients qui ont répondu par "NON" et il s'est avéré qu’ils peuvent être intéressés. De même, il y a ceux qui ont indiqué qu’ils ont un intérêt alors qu'ils ne sont pas forcément intéressés.
faut-il donc envoyer des mails uniquement aux clients qui ont répondu par 'OUI' au sondage?
L’une des questions à envisager est celle de cibler les clients qui ont répondu par 'NON', mais qui peuvent être intéresses d'après notre modèle.
Dans ce cas, on peut trouver une solution pour que la compagnie d'assurance ne gaspillera plus d'argent en limitant le nombre de mails envoyés.